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Semantic inpainting on segmentation map via multi-expansion loss

Jianfeng He, Xuchao Zhang, Shuo Lei
In Neurocomputing, 501 : 306-317, 08/2022
Citatations: BibTeX

New! CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays

Gaurang Karwande, Amarachi Blessing Mbakwe, Ismini Lourentzou
In Cornell University, : , 08/2022
Citatations: BibTeX

New! Toward a general unsupervised novelty detection framework in structural health monitoring

Mohammad Hesam Soleimani-Babakamali, Reza Sepasdar, Ismini Lourentzou
In Computer-Aided Civil and Infrastructure Engineering, 37 9: 1128-1145, 07/2022
Citatations: BibTeX

New! Text Enriched Sparse Hyperbolic Graph Convolutional Networks

Nurendra Choudhary, Chandan Reddy
In Cornell University, : , 07/2022
Citatations: BibTeX

New! Rethinking the Importance of Sampling in Physics-informed Neural Networks

Arka Daw, Jie Bu, Anuj Karpatne
In Cornell University, : , 07/2022
Citatations: BibTeX

New! Temporally Consistent Semantic Video Editing

Badour AlBahar
In Cornell University, : , 06/2022
Citatations: BibTeX

New! XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence

Ming Zhu, Aneesh Jain, Chandan Reddy
In Cornell University, : , 06/2022
Citatations: BibTeX

New! FixEval: Execution-based Evaluation of Program Fixes for Competitive Programming Problems

Ismini Lourentzou
In Cornell University, : , 06/2022
Citatations: BibTeX

New! Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

Chandan Reddy
In Cornell University, : , 06/2022
Citatations: BibTeX

New! StructCoder: Structure-Aware Transformer for Code Generation

Sindu Tipirneni, Ming Zhu, Chandan Reddy
In Cornell University, : , 06/2022
Citatations: BibTeX

New! Pseudo-Poincaré: A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks

Nurendra Choudhary, Chandan Reddy
In Cornell University, : , 06/2022
Citatations: BibTeX

New! Sampling-based techniques for designing school boundaries

Naren Ramakrishnan, Subhodip Biswas, Fanglan Chen
In Cornell University, : , 06/2022
Citatations: BibTeX

New! Towards Scalable Hyperbolic Neural Networks using Taylor Series Approximations

Nurendra Choudhary, Chandan Reddy
In Cornell University, : , 06/2022
Citatations: BibTeX

New! Hard Negative Sampling Strategies for Contrastive Representation Learning

Hoda Eldardiry, Ismini Lourentzou, Muntasir Wahed, Afrina Tabassum
In Cornell University, : , 06/2022
Citatations: BibTeX

New! CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models

Akshita Jha, Chandan Reddy
In Cornell University, : , 05/2022
Citatations: BibTeX

New! Data Banzhaf: A Data Valuation Framework with Maximal Robustness to Learning Stochasticity

Ruoxi Jia
In Cornell University, : , 05/2022
Citatations: BibTeX

New! Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models

Lifu Huang
In Association for Computational Linguistics, Proceedings of the 21st Workshop on Biomedical Language Processing : 402-411, 05/2022
Citatations: BibTeX

New! End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models

Lifu Huang
In Cornell University, : , 05/2022
Citatations: BibTeX

Improve Event Extraction via Self-Training with Gradient Guidance

Zhiyang Xu, Lifu Huang
In Cornell University, : , 05/2022
Citatations: BibTeX

New! QEKD: Query-Efficient and Data-Free Knowledge Distillation from Black-box Models

Chen Chen, Ruoxi Jia
In Cornell University, : , 05/2022
Citatations: BibTeX

New! Learning Dynamic View Synthesis With Few RGBD Cameras

In Cornell University, : , 04/2022
Citatations: BibTeX

New! Color Invariant Skin Segmentation

A. Lynn Abbott
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Adversarial Contrastive Learning by Permuting Cluster Assignments

Muntasir Wahed, Afrina Tabassum, Ismini Lourentzou
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Adversarial Contrastive Learning by Permuting Cluster Assignments

Muntasir Wahed, Afrina Tabassum, Ismini Lourentzou
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Probing Script Knowledge from Pre-Trained Models

Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection

Minqian Liu, Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Identifying and Measuring Token-Level Sentiment Bias in Pre-trained Language Models with Prompts

Zhiyang Xu, Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information

Yi Zeng, Ruoxi Jia
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Just Fine-tune Twice: Selective Differential Privacy for Large Language Models

Ruoxi Jia
In Cornell University, : , 04/2022
Citatations: BibTeX

New! The Art of Prompting: Event Detection based on Type Specific Prompts

Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Self-supervised Short-text Modeling through Auxiliary Context Generation

Nurendra Choudhary, Chandan Reddy
In ACM Transactions on Intelligent Systems and Technology, 13 3: 1-21, 04/2022
Citatations: BibTeX

New! Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation

Lifu Huang
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Multi-Label Clinical Time-Series Generation via Conditional GAN

Chandan Reddy, Ping Wang, Yue Ning
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer

In Cornell University, : , 04/2022
Citatations: BibTeX

New! Improving Zero-Shot Event Extraction via Sentence Simplification

Sneha Mehta, Naren Ramakrishnan
In Cornell University, : , 04/2022
Citatations: BibTeX

New! Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature

In Cornell University, : , 04/2022
Citatations: BibTeX

New! Learning Instance-Specific Adaptation for Cross-Domain Segmentation

Yuliang Zou
In Cornell University, : , 03/2022
Citatations: BibTeX

New! PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation

Lifu Huang
In Cornell University, : , 03/2022
Citatations: BibTeX

New! Efficient Long Sequence Encoding via Synchronization

Lifu Huang
In Cornell University, : , 03/2022
Citatations: BibTeX

New! Contrastive Graph Convolutional Networks for Hardware Trojan Detection in Third Party IP Cores

Naren Ramakrishnan, Nikhil Muralidhar
In Cornell University, : , 03/2022
Citatations: BibTeX

New! Label-Only Model Inversion Attacks via Boundary Repulsion

Ruoxi Jia
In Cornell University, : , 03/2022
Citatations: BibTeX

New! Label-Only Model Inversion Attacks via Boundary Repulsion

Si Chen, Ruoxi Jia
In Cornell University, : , 03/2022
Citatations: BibTeX

New! EINNs: Epidemiologically-Informed Neural Networks

Naren Ramakrishnan, Bijaya Adhikari
In Cornell University, : , 02/2022
Citatations: BibTeX

New! Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schrödinger’s Equation

Anuj Karpatne
In Cornell University, : , 02/2022
Citatations: BibTeX

New! Inferring Commonsense Explanations as Prompts for Future Event Generation

Lifu Huang
In Cornell University, : , 01/2022
Citatations: BibTeX

New! Numerically Trained Ultrasound AI for Monitoring Tool Degradation

Edward Fox
In Advance Intelligent Systems Open Access, 4 5: 1-8, 01/2022
Citatations: BibTeX

New! Design guidelines for narrative maps in sensemaking tasks

Chris North
In Cornell University, : , 12/2021
Citatations: BibTeX

New! Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation

Jiaying Gong, Hoda Eldardiry
In Cornell University, : , 12/2021
Citatations: BibTeX

New! DIGDUG: Scalable Separable Dense Graph Pruning and Join Operations in MapReduce

In IEEE Transactions on Big Data, 7 6: 930-951, 12/2021
Citatations: BibTeX

New! MetaMLP: A Fast Word Embedding Based Classifier to Profile Target Gene Databases in Metagenomic Samples

Lenwood Heath
In Journal of Computational Biology, 28 11: , 11/2021
Citatations: BibTeX

New! Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information

Naren Ramakrishnan, Shailik Sarkar, Subhodip Biswas, Fanglan Chen, Zhiqian Chen
In Cornell University, : , 11/2021
Citatations: BibTeX

New! Traces of Time through Space: Advantages of Creating Complex Canvases in Collaborative Meetings

Chris North
In ACM on Human-Computer Interaction, 5 ISS: 1-20, 11/2021
Citatations: BibTeX

New! Leveraging SE(3) Equivariance for Self-Supervised Category-Level Object Pose Estimation

Xiaolong Li, A. Lynn Abbott
In Cornell University, : , 10/2021
Citatations: BibTeX

New! Two-Stage Clustering of Household Electricity Load Shapes for Improved Temporal Pattern Representation

Hoda Eldardiry
In IEEE Access, 9 : 151667-151680, 10/2021
Citatations: BibTeX

New! Online and Distributed Robust Regressions with Extremely Noisy Labels

Shuo Lei, Xuchao Zhang, Liang Zhao, Arnold Boediardjo
In ACM Transactions on Knowledge Discovery from Data (TKDD), 16 3: 1-24, 10/2021
Citatations: BibTeX

New! Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing

In Frontiers in Big Data, : , 10/2021
Citatations: BibTeX

New! Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding

Sijia Wang, Lifu Huang
In Cornell University, : , 10/2021
Citatations: BibTeX

New! Aura: Privacy-preserving augmentation to improve test set diversity in noise suppression applications

Chandan Reddy
In Cornell University, : , 10/2021
Citatations: BibTeX

New! Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning

In Cornell University, : , 09/2021
Citatations: BibTeX

New! Spatio-Temporal Event Forecasting Using Incremental Multi-Source Feature Learning

Liang Zhao, Jieping Ye, Feng Chen, Naren Ramakrishnan
In ACM Transactions on Knowledge Discovery from Data (TKDD), 16 2: 1-28, 09/2021
Citatations: BibTeX

New! Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN

Badour AlBahar
In Cornell University, : , 09/2021
Citatations: BibTeX

New! Selective Differential Privacy for Language Modeling

Ruoxi Jia
In Cornell University, : , 08/2021
Citatations: BibTeX

New! SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion

Ismini Lourentzou, Muntasir Wahed
In Cornell University, : , 08/2021
Citatations: BibTeX

New! Welcome to AI Matters 7(2)

Anuj Karpatne
In Special Interest Group on Artificial Intelligence, 7 2: 3-4, 08/2021
Citatations: BibTeX

New! Supervised Contrastive Learning for Interpretable Long Document Comparison

Akshita Jha, Chandan Reddy
In Cornell University, : , 08/2021
Citatations: BibTeX

New! SWITCHES: Searchable Web Interface for Topologies of CHEmical Switches

Naren Ramakrishnan
In Bioinformatics, 37 16: 2504–2505, 08/2021
Citatations: BibTeX

New! Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes

Ping Wang, Tian Shi, Chandan Reddy
In Cornell University, : , 08/2021
Citatations: BibTeX

New! Fair Representation Learning using Interpolation Enabled Disentanglement

Akshita Jha, Chandan Reddy
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Chest ImaGenome Dataset for Clinical Reasoning

Ismini Lourentzou
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Self-supervised Transformer for Multivariate Clinical Time-Series with Missing Values

Chandan Reddy
In Cornell University, : , 07/2021
Citatations: BibTeX

New! How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction

Lifu Huang
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Learning to See Through Obstructions with Layered Decomposition

In Cornell University, : , 07/2021
Citatations: BibTeX

New! Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks

Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks

Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Welcome to AI Matters 7(1)

Anuj Karpatne
In Special Interest Group on Artificial Intelligence, 7 1: , 07/2021
Citatations: BibTeX

Zero-Round Active Learning

Si Chen, Ruoxi Jia
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Learnability of Learning Performance and Its Application to Data Valuation

Ruoxi Jia
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Automatic Metadata Extraction Incorporating Visual Features from Scanned Electronic Theses and Dissertations

Edward Fox
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Using AntiPatterns to avoid MLOps Mistakes

Nikhil Muralidhar, Sathappan Muthiah, Patrick Butler, Naren Ramakrishnan
In Cornell University, : , 06/2021
Citatations: BibTeX

New! ScanBank: A Benchmark Dataset for Figure Extraction from Scanned Electronic Theses and Dissertations

Edward Fox, Sampanna Kahu
In Cornell University, : , 06/2021
Citatations: BibTeX

New! Robust Consistent Video Depth Estimation

In Cornell University, : , 06/2021
Citatations: BibTeX

New! DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing

Ruoxi Jia
In Cornell University, : , 06/2021
Citatations: BibTeX

New! Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Cornell University, : , 06/2021
Citatations: BibTeX

New! Space-time Neural Irradiance Fields for Free-Viewpoint Video

In Cornell University, : , 06/2021
Citatations: BibTeX

CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems

Jie Bu, Anuj Karpatne
In Cornell University, : , 06/2021
Citatations: BibTeX

New! Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning

Layne T. Watson
In Cornell University, : , 06/2021
Citatations: BibTeX

New! A Unified Framework for Task-Driven Data Quality Management

Ruoxi Jia
In Cornell University, : , 06/2021
Citatations: BibTeX

Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction

Chandan Reddy, Yue Ning
In Cornell University, : , 06/2021
Citatations: BibTeX

New! PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics

Arka Daw, Anuj Karpatne
In Cornell University, : , 06/2021
Citatations: BibTeX

New! Corpus-level and Concept-based Explanations for Interpretable Document Classification

Tian Shi, Xuchao Zhang, Ping Wang, Chandan Reddy
In Cornell University, : , 05/2021
Citatations: BibTeX

New! Deliberate Self-Attention Network with Uncertainty Estimation for Multi-Aspect Review Rating Prediction

Tian Shi, Ping Wang, Chandan Reddy
In Cornell University, : , 05/2021
Citatations: BibTeX

New! Deep Graph Learning for Circuit Deobfuscation

Zhiqian Chen, Lei Zhang, Liang Zhao
In Frontiers in Big Data, 4 : 1-12, 05/2021
Citatations: BibTeX

New! AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray

Ismini Lourentzou
In Cornell University, : , 05/2021
Citatations: BibTeX

New! Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors

In Cornell University, : , 05/2021
Citatations: BibTeX

Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare

Chandan Reddy, Prithwish Chakraborty, Yue Ning
In Cornell University, : , 05/2021
Citatations: BibTeX

New! Dynamic View Synthesis from Dynamic Monocular Video

Chen Gao
In Cornell University, : , 05/2021
Citatations: BibTeX

New! Singular Perturbation-based Reinforcement Learning of Two-Point Boundary Optimal Control Systems

Hoda Eldardiry
In Cornell University, : , 04/2021
Citatations: BibTeX

New! One-Round Active Learning

Si Chen, Ruoxi Jia
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Extracting Temporal Event Relation with Syntactic-Guided Temporal Graph Transformer

Shuaicheng Zhang, Lifu Huang
In Cornell University, : , 04/2021
Citatations: BibTeX

New! GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization

Anuj Karpatne
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Portrait Neural Radiance Fields from a Single Image

Chen Gao
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction

Lifu Huang
In Cornell University, : , 04/2021
Citatations: BibTeX

New! On Parallel Real-Time Security Improvement Using Mixed-Integer Programming

Layne T. Watson
In IEEE Access, 9 : 58824-58837, 04/2021
Citatations: BibTeX

New! A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning

Reza Sepasdar, Anuj Karpatne
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Rethinking the Backdoor Attacks’ Triggers: A Frequency Perspective

Ruoxi Jia
In Cornell University, : , 04/2021
Citatations: BibTeX

New! A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning

Reza Sepasdar, Anuj Karpatne
In Cornell University, : , 04/2021
Citatations: BibTeX

New! A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning

Reza Sepasdar, Anuj Karpatne
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models

Chandan Reddy
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Detecting Anomalies Through Contrast in Heterogeneous Data

Debanjan Datta, Sathappan Muthiah, Naren Ramakrishnan
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Bridging cognitive gaps between user and model in interactive dimension reduction

John Wenskovitch, Leanna L. House, Chris North
In Visual Informatics, 5 2: 13-25, 04/2021
Citatations: BibTeX

New! Learning Representational Invariances for Data-Efficient Action Recognition

Jinwoo Choi, Yuliang Zou
In Cornell University, : , 03/2021
Citatations: BibTeX

New! Hybrid Neural Fusion for Full-frame Video Stabilization

In Cornell University, : , 03/2021
Citatations: BibTeX

New! T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification

Chandan Reddy
In Cornell University, : , 03/2021
Citatations: BibTeX

New! AgroSeek: A system for computational analysis of environmental metagenomic data and associated metadata

Lenwood Heath
In Bioinformatics, 22 Article No. 117: , 03/2021
Citatations: BibTeX

New! Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing

Lifu Huang
In IEEE Transactions on Mobile Computing, 20 3: 1001-1016, 03/2021
Citatations: BibTeX

New! Natural Language Processing Advancements By Deep Learning: A Survey

Amirsina Torfi, Yaser Keneshloo, Edward Fox
In Cornell University, : , 02/2021
Citatations: BibTeX

New! Stability-Based Analysis and Defense against Backdoor Attacks on Edge Computing Services

Ruoxi Jia
In IEEE Network, 35 1: 163-169, 02/2021
Citatations: BibTeX

New! Hybrid Neural Fusion for Full-frame Video Stabilization

In Cornell University, : , 02/2021
Citatations: BibTeX

New! Welcome to AI matters 6(3)

Anuj Karpatne
In Special Interest Group on Artificial Intelligence, 6 3: 3-4, 02/2021
Citatations: BibTeX

New! Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs

Jie Bu, Anuj Karpatne
In Cornell University, : , 01/2021
Citatations: BibTeX

New! Maximizing Cohesion and Separation in Graph Representation Learning: A Distance-aware Negative Sampling Approach

Anuj Karpatne , M. Maruf
In Cornell University, : , 01/2021
Citatations: BibTeX

New! The balanced truncation bound is tight for SISO systems when the truncated system is state-space symmetric

Mark Embree
In Cornell University, : , 01/2021
Citatations: BibTeX

New! Welcome to AI matters 6(2)

Anuj Karpatne
In Special Interest Group on Artificial Intelligence, 6 2: 3-4, 01/2021
Citatations: BibTeX

New! Welcome to AI Matters 6(1)

Anuj Karpatne
In Special Interest Group on Artificial Intelligence, 6 1: 3-4, 01/2021
Citatations: BibTeX

New! SIGAI annual report: July 1 2019 – June 30 2020

Anuj Karpatne
In Special Interest Group on Artificial Intelligence, 6 2: 5-9, 01/2021
Citatations: BibTeX

New! D2P-Fed: Differentially Private Federated Learning With Efficient Communication

Ruoxi Jia
In Cornell University, : , 01/2021
Citatations: BibTeX

New! Contour Integral Methods for Nonlinear Eigenvalue Problems: A Systems Theoretic Approach

Mark Embree
In Cornell University, : , 12/2020
Citatations: BibTeX

New! Incorporating Expert Guidance in Epidemic Forecasting

Naren Ramakrishnan, Bijaya Adhikari
In Cornell University, : , 12/2020
Citatations: BibTeX

New! Differentially Private Synthetic Medical Data Generation using Convolutional GANs

Edward Fox
In Cornell University, : , 12/2020
Citatations: BibTeX

New! NetReAct: Interactive Learning for Network Summarization

Sorour E. Amiri, Bijaya Adhikari, John Wenskovitch, Michelle Dowling, Chris North
In Cornell University, : , 12/2020
Citatations: BibTeX

New! Prediction of High-Performance Computing Input/Output Variability and Its Application to Optimization for System Configurations

Thomas Lux, Tyler Chang, Layne T. Watson
In Cornell University, : , 12/2020
Citatations: BibTeX

New! Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimization

Subhodip Biswas, Andreea Sistrunk, Naren Ramakrishnan
In Cornell University, : , 12/2020
Citatations: BibTeX

Adaptive Label Smoothing

Ujwal Krothapalli, A. Lynn Abbott
In Cornell University, : , 12/2020
Citatations: BibTeX

New! Applying GIS and Text Mining Methods to Twitter Data to Explore the Spatiotemporal Patterns of Topics of Interest in Kuwait

Edward Fox
In Geo-Information, : , 11/2020
Citatations: BibTeX

New! Zero-shot Learning for Relation Extraction

Jiaying Gong, Hoda Eldardiry
In Cornell University, : , 11/2020
Citatations: BibTeX

New! Interpolation of sparse high-dimensional data

Thomas Lux, Layne T. Watson, Tyler Chang
In Numerical Algorithms, 88 : 281–313, 11/2020
Citatations: BibTeX

New! Algorithm 1012: DELAUNAYSPARSE: Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions

Tyler Chang, Layne T. Watson, Thomas Lux
In ACM Transactions on Mathematical Software, 46 4: 1-20, 11/2020
Citatations: BibTeX

New! Challenges in Evaluating Interactive Visual Machine Learning Systems

Chris North
In IEEE Computer Graphics and Applications, 40 6: 88-96, 10/2020
Citatations: BibTeX

New! Few-Shot Adaptation of Generative Adversarial Networks

Esther Robb
In Cornell University, : , 10/2020
Citatations: BibTeX

New! Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems

Nikhil Muralidhar, Jie Bu, Naren Ramakrishnan, Anuj Karpatne
In Big Data, 8 5: 431-449, 10/2020
Citatations: BibTeX

New! Global Attention for Name Tagging

Lifu Huang
In Cornell University, : , 10/2020
Citatations: BibTeX

New! Drink bleach or do what now? Covid-HeRA: A dataset for risk-informed health decision making in the presence of COVID19 misinformation

Ismini Lourentzou
In Cornell University, : , 10/2020
Citatations: BibTeX

New! Semantic Editing On Segmentation Map Via Multi-Expansion Loss

Jianfeng He, Xuchao Zhang, Shuo Lei
In Cornell University, : , 10/2020
Citatations: BibTeX

New! Graph Deep Factors for Forecasting

Hongjie Chen, Hoda Eldardiry
In Cornell University, : , 10/2020
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New! Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for Causality

Arjun Choudhry, Mandar Sharma, Naren Ramakrishnan
In IEEE Transactions on Visualization and Computer Graphics, 27 2: 1332-1342, 10/2020
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New! Improved Techniques for Model Inversion Attacks

Si Chen, Ruoxi Jia
In Cornell University, : , 10/2020
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New! An Examination of Grouping and Spatial Organization Tasks for High-Dimensional Data Exploration

John Wenskovitch, Chris North
In IEEE Transactions on Visualization and Computer Graphics, 27 2: 1742-1752, 10/2020
Citatations: BibTeX

New! STAN: Synthetic Network Traffic Generation using Autoregressive Neural Models

Shengzhe Xu, Manish Marwah, Naren Ramakrishnan
In Cornell University, : , 09/2020
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New! Clustering-based Unsupervised Generative Relation Extraction

Hoda Eldardiry
In Cornell University, : , 09/2020
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New! Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction

Hoda Eldardiry
In Cornell University, : , 09/2020
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New! Investigating Misinformation in Online Marketplaces: An Audit Study on Amazon

Hoda Eldardiry
In Cornell University, : , 09/2020
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New! A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting

Hongjie Chen, Hoda Eldardiry
In Cornell University, : , 09/2020
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New! Network and Station-Level Bike-Sharing System Prediction: A San Francisco Bay Area Case Study

Leanna L. House
In Cornell University, : , 09/2020
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New! Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development

Ismini Lourentzou
In Cornell University, : , 09/2020
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New! A Principled Approach to Data Valuation for Federated Learning

Ruoxi Jia
In Cornell University, : , 09/2020
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New! Two-stage building energy consumption clustering based on temporal and peak demand patterns

Milad Afzalan, Hoda Eldardiry
In Cornell University, : , 08/2020
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New! Low Rank Factorization for Compact Multi-Head Self-Attention

Sneha Mehta, Naren Ramakrishnan
In Cornell University, : , 08/2020
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New! Predicting Coordinated Actuated Traffic Signal Change Times using LSTM Neural Networks

Hoda Eldardiry
In Cornell University, : , 08/2020
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New! DeepVA: Bridging Cognition and Computation through Semantic Interaction and Deep Learning

Yali Bian, John Wenskovitch, Chris North
In Cornell University, : , 07/2020
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New! Evaluating Semantic Interaction on Word Embeddings via Simulation

Yali Bian, Michelle Dowling, Chris North
In Cornell University, : , 07/2020
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New! Interactive Artificial Intelligence: Designing for the “Two Black Boxes” Problem

John Wenskovitch, Chris North
In Computer, 53 8: 29-39, 07/2020
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New! Cut-n-Reveal: Time Series Segmentations with Explanations

Nikhil Muralidhar, Anika Tabassum, Liangzhe Chen, Naren Ramakrishnan
In ACM Transactions on Intelligent Systems and Technology, 11 5: 1-26, 07/2020
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New! Survey on the Analysis of User Interactions and Visualization Provenance

John Wenskovitch
In Computer Graphics Forum, 39 3: 757-783, 07/2020
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New! Consistent video depth estimation

In ACM Transactions on Graphics, 39 4: 71:1-71:13, 07/2020
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New! LINbase: A web server for genome-based identification of prokaryotes as members of crowdsourced taxa

Lenwood Heath, Boris A. Vinatzner
In Nucleic Acids Research, 48 W1: W529–W537, 07/2020
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New! Role-Based Graph Embeddings

Hoda Eldardiry
In IEEE Transactions on Knowledge and Data Engineering, 34 5: 2401-2415, 07/2020
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New! Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks

Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen
In Cornell University, : , 06/2020
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New! Image Hashing by Minimizing Discrete Component-wise Wasserstein Distance

Khoa Doan, Chandan Reddy
In Cornell University, : , 05/2020
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New! Image Hashing by Minimizing Discrete Component-wise Wasserstein Distance

Khoa Doan, Chandan Reddy
In Cornell University, : , 05/2020
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New! Algorithm 1007: QNSTOP—Quasi-Newton Algorithm for Stochastic Optimization

Layne T. Watson
In ACM Transactions on Mathematical Software, 46 2: 1-20, 05/2020
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New! An Attack-Resilient Architecture for the Internet of Things

Layne T. Watson
In IEEE Transactions on Information Forensics and Security, 15 : 3940-3954, 05/2020
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New! Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data

Chandan Reddy
In IEEE Transactions on Knowledge and Data Engineering, 32 5: 1010-1023, 05/2020
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New! ARGminer: A web platform for the crowdsourcing-based curation of antibiotic resistance genes

Lenwood Heath
In Bioinformatics, 36 9: 2966–2973, 05/2020
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New! Putting the “I” in Interaction: Interactive Interfaces Personalized to Individuals

John Wenskovitch, Michelle Dowling, Alex Endert
In IEEE Computer Graphics and Applications, 40 3: 73 - 82, 04/2020
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New! Category-Level Articulated Object Pose Estimation

Xiaolong Li, A. Lynn Abbott
In Cornell University, : , 04/2020
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New! Deep Semantic Matching with Foreground Detection and Cycle-Consistency

In Cornell University, : , 03/2020
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New! Image Generation Via Minimizing Fréchet Distance in Discriminator Feature Space

Khoa Doan, Chandan Reddy
In Cornell University, : , 03/2020
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New! Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation

In Cornell University, : , 03/2020
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New! Learning evolving user’s behaviors on location-based social networks

In GeoInformatica, 24 : 713–743, 03/2020
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New! Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation

In Cornell University, : , 03/2020
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CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records

Amirsina Torfi, Edward Fox
In Cornell University, : , 03/2020
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New! Probabilistic Topic Modeling for Comparative Analysis of Document Collections

Chandan Reddy
In ACM Transactions on Knowledge Discovery from Data (TKDD), 14 2: 1-27, 03/2020
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New! CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records

Edward Fox
In Cornell University, : , 03/2020
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New! Probabilistic Topic Modeling for Comparative Analysis of Document Collections

Ting Hua, Chandan Reddy
In ACM Transactions on Knowledge Discovery from Data (TKDD), 14 2: 1-27, 03/2020
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New! Welcome to AI matters

Anuj Karpatne
In Special Interest Group on Artificial Intelligence, 5 4: 3-4, 02/2020
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New! A half century of computing

Layne T. Watson
In Parallel Emergent and Distributed Systems, 35 2: 111, 02/2020
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New! Personal reflections on 50 years of scientific computing: 1967–2017

Layne T. Watson
In Parallel Emergent and Distributed Systems, 35 2: 209-215, 02/2020
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New! Text-to-SQL Generation for Question Answering on Electronic Medical Records

Ping Wang, Tian Shi, Chandan Reddy
In Cornell University, : , 01/2020
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New! Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles

Anuj Karpatne
In Cornell University, : , 01/2020
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New! Modeling I/O performance variability in high-performance computing systems using mixture distributions

Thomas Lux, Tyler Chang, Layne T. Watson
In Parallel and Distributed Computing, 139 : 87-98, 01/2020
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New! A Novel Tensor-Based Temporal Multi-Task Survival Analysis Model

Ping Wang, Tian Shi, Chandan Reddy
In IEEE Transactions on Knowledge and Data Engineering, 33 9: 3311-3322, 01/2020
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New! CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency

In Cornell University, : , 01/2020
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New! Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework

Abhijin Adiga, Gizem Korkmaz, Chris Kuhlman, Madhav Marathe, Naren Ramakrishnan, Parang Saraf, Nathan Self
In Social Network Analysis and Mining, 10 Article No. 11: , 01/2020
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New! Investigating Paradigms of Group Territory in Multiple Display Environments

Edward Fox
In ACM on Human-Computer Interaction, 4 GROUP; Article No.13: 1-28, 01/2020
Citatations: BibTeX

New! Batman or the joker?: the powerful urban computing and its ethics issues

Kaiqun Fu, Abdulaziz Alhamadani, Taoran Ji
In Special Interest Group on Spatial Information, 11 2: 16-25, 12/2019
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New! Why Can’t I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

Jinwoo Choi, Chen Gao, Joseph Messou
In Cornell University, : , 12/2019
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New! LATTE: Latent Type Modeling for Biomedical Entity Linking

Chandan Reddy, Ming Zhu
In Cornell University, : , 11/2019
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New! TITAN: A Spatiotemporal Feature Learning Framework for Traffic Incident Duration Prediction

Kaiqun Fu, Taoran Ji, Liang Zhao
In Cornell University, : , 11/2019
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New! Dropping the Baton?: Understanding Errors and Bottlenecks in a Crowdsourced Sensemaking Pipeline

Tianyi Li, Chris North
In ACM on Human-Computer Interaction, 3 CSCW, Article No. 136: 1-26, 11/2019
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New! Physics-guided Design and Learning of Neural Networks for Predicting Drag Force on Particle Suspensions in Moving Fluids

Nikhil Muralidhar, Jie Bu, Naren Ramakrishnan, Anuj Karpatne
In Cornell University, : , 11/2019
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New! Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling

Arka Daw, Anuj Karpatne
In Cornell University, : , 11/2019
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New! Pseudospectra of Loewner Matrix Pencils

Mark Embree
In Cornell University, : , 10/2019
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New! A Provenance Task Abstraction Framework

John Wenskovitch, Michelle Dowling
In IEEE Computer Graphics and Applications, 39 6: 46-60, 10/2019
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New! Automated Mapping of Typical Cropland Strips in the North China Plain Using Small Unmanned Aircraft Systems (sUAS) Photogrammetry

A. Lynn Abbott
In Remote Sensing, 11 20:2343: 1-26, 10/2019
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New! Immersive Analytics: Theory and Research Agenda

Chris North
In Frontiers Robotics and AI, : , 09/2019
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New! Tracking Persons-of-Interest via Unsupervised Representation Adaptation

In International Journal of Computer Vision, 128 : 96–120, 09/2019
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New! Deep Reinforcement Learning for Sequence-to-Sequence Models

Yaser Keneshloo, Tian Shi, Naren Ramakrishnan, Chandan Reddy
In IEEE Transactions on Neural Networks and Learning Systems, 31 7: 2469-2489, 08/2019
Citatations: BibTeX

New! Online flu epidemiological deep modeling on disease contact network

Liang Zhao, Jiangzhuo Chen, Feng Chen, Fang Jin, Wei Wang, Naren Ramakrishnan
In GeoInformatica, : 443–475, 07/2019
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New! Mitigating Uncertainty in Document Classification

Xuchao Zhang, Fanglan Chen, Naren Ramakrishnan
In Cornell University, : , 07/2019
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New! Predictability of IP Address Allocations for Cloud Computing Platforms

Layne T. Watson
In IEEE Transactions on Information Forensics and Security, 15 : 500-511, 06/2019
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New! Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification

In Cornell University, : , 06/2019
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New! Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation

Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold Boediardjo
In ACM Transactions on Knowledge Discovery from Data (TKDD), 13 3: 1-22, 06/2019
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New! A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series

Anuj Karpatne
In Cornell University, : , 06/2019
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New! LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text Summarization

Tian Shi, Ping Wang, Chandan Reddy
In Cornell University, : , 05/2019
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New! Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks

Taoran Ji, Zhiqian Chen, Nathan Self, Kaiqun Fu, Naren Ramakrishnan
In Cornell University, : , 05/2019
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New! Towards insight-driven sampling for big data visualisation

Moeti Masiane, John Wenskovitch, Chris North
In Behaviour & Information Technology, 39 7: 788-807, 05/2019
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New! Interactive Visual Analytics for Sensemaking with Big Text

Michelle Dowling, Nathan Wycoff, Brian Mayer, John Wenskovitch, Scotland C. Leman, Leanna L. House, Chris North
In Big Data Research, 16 : 49-58, 04/2019
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New! A Closer Look at Few-shot Classification

In Cornell University, : , 04/2019
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New! Detection of clusters in traffic networks based on spatio-temporal flow modeling

In Transactions in GIS, 23 2: 312-333, 02/2019
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New! Progressive Representation Adaptation for Weakly Supervised Object Localization

In IEEE Pattern Analysis and Machine Intelligence, 42 6: 1424-1438, 02/2019
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New! Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning

Zhiqian Chen, Liang Zhao
In Cornell University, : , 02/2019
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New! MOANA: Modeling and Analyzing I/O Variability in Parallel System Experimental Design

Thomas Lux, Layne T. Watson
In IEEE Transactions on Parallel and Distributed Systems, 30 8: 1843-1856, 01/2019
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New! MCAT: Motif Combining and Association Tool

Lenwood Heath
In Journal of Computational Biology, 26 1: 1-15, 01/2019
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New! Joint Image Filtering with Deep Convolutional Networks

In IEEE Pattern Analysis and Machine Intelligence, 41 8: 1909-1923, 01/2019
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New! Unstable modes in projection-based reduced-order models: How many can there be, and what do they tell you?

Mark Embree
In Systems & Control Letters, 124 : 49-59, 12/2018
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New! Deep Paper Gestalt

In Cornell University, : , 12/2018
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New! Intelligent systems for geosciences: an essential research agenda

Chris North
In Communications of the ACM, 62 1: 76–84, 12/2018
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New! Neural Abstractive Text Summarization with Sequence-to-Sequence Models

Tian Shi, Yaser Keneshloo, Naren Ramakrishnan, Chandan Reddy
In Cornell University, : , 12/2018
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New! Multi-view wire art

In ACM Transactions on Graphics, 37 6: 1-11, 12/2018
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New! Probability-one homotopy methods for constrained clustering

Layne T. Watson, Naren Ramakrishnan
In Journal of Computational and Applied Mathematics, 343 : 602-618, 12/2018
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New! A Hybrid Model for Role-related User Classification on Twitter

Liuqing Li, Ziqian Song, Edward Fox
In Cornell University, : , 11/2018
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New! Anatomy of scholarly information behavior patterns in the wake of academic social media platforms

Edward Fox
In International Journal on Digital Libraries, 20 : 369–389, 11/2018
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New! CrowdIA: Solving Mysteries with Crowdsourced Sensemaking

Chris North
In Proceedings of the ACM on Human Computer Interaction, 2 CSCW, Article No. 105: 1-29, 11/2018
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New! Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes

Anuj Karpatne
In Cornell University, : , 10/2018
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New! A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors

Feng Chen, Naren Ramakrishnan
In IEEE Transactions on Knowledge and Data Engineering, 31 10: 1849-1862, 08/2018
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New! Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator

Zhiqian Chen, Feng Chen, Xuchao Zhang
In Cornell University, : , 08/2018
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New! iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

Yuliang Zou
In Cornell University, : , 08/2018
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New! Spatio-Temporal Data Mining: A Survey of Problems and Methods

Anuj Karpatne
In ACM Computing Surveys, 51 4: 1-41, 08/2018
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New! SIRIUS: Dual, Symmetric, Interactive Dimension Reductions

Michelle Dowling, John Wenskovitch, Scotland C. Leman, J.T. Fry, Leanna L. House, Chris North
In IEEE Transactions on Visualization and Computer Graphics, 25 1: 172-182, 08/2018
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New! Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks

In IEEE Pattern Analysis and Machine Intelligence, 41 11: 2599-2613, 08/2018
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New! Robust Visual Tracking via Hierarchical Convolutional Features

In IEEE Pattern Analysis and Machine Intelligence, 41 11: 2709-2723, 08/2018
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New! Generalized biplots for stress-based multidimensionally scaled projections

J.T. Fry, Matthew Slifko, Scotland C. Leman
In Computational Statistics and Data Analysis, 128 : 340-353, 08/2018
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New! Machine Learning for the Geosciences: Challenges and Opportunities

Anuj Karpatne
In IEEE Transactions on Knowledge and Data Engineering, 31 8: 1544-1554, 07/2018
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New! The Effect of Edge Bundling and Seriation on Sensemaking of Biclusters in Bipartite Graphs

Maoyuan Sun, Hao Wu, Naren Ramakrishnan, Chris North
In IEEE Transactions on Visualization and Computer Graphics, 25 10: 2983-2998, 07/2018
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New! DIMPL: a distributed in-memory drone flight path builder system

Zhiqian Chen
In Journal of Big Data, 5 24: 1-29, 07/2018
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New! Preface: special issue on geo-social media analytics

Feng Chen, Arnold Boediardjo
In GeoInformatica, 22 : 503–506, 06/2018
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New! Progressive cyber-human intelligence for social good

In Interactions, 25 4: 52–56, 06/2018
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New! Observation-Level and Parametric Interaction for High-Dimensional Data Analysis

Jessica Zeitz Self, Michelle Dowling, John Wenskovitch, Scotland C. Leman, Chris North
In ACM Transactions on Interactive Intelligent Systems, 8 2: 1-36, 06/2018
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New! Deep Reinforcement Learning For Sequence to Sequence Models

Yaser Keneshloo, Tian Shi, Naren Ramakrishnan, Chandan Reddy
In Cornell University, : , 05/2018
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New! Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains

Leanna L. House
In IEEE Transactions on Intelligent Transportation Systems, 20 1: 244-252, 04/2018
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New! Generating Realistic Synthetic Population Datasets

Hao Wu, Yue Ning, Prithwish Chakraborty, Jilles Vreeken, Nikolaj Tatti, Naren Ramakrishnan
In ACM Transactions on Knowledge Discovery from Data (TKDD), 12 4: 1-22, 04/2018
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New! DyLink2Vec: Effective Feature Representation for Link Prediction in Dynamic Networks

Chandan Reddy
In Cornell University, : , 04/2018
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New! DeepMVS: Learning Multi-View Stereopsis

In Cornell University, : , 04/2018
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New! MaskRNN: Instance Level Video Object Segmentation

In Cornell University, : , 03/2018
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New! Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking

In International Journal of Computer Vision, 126 : 771–796, 03/2018
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New! Predicting interval time for reciprocal link creation using survival analysis

Chandan Reddy
In Social Network Analysis and Mining, 8 16: 1-20, 03/2018
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New! Mining Sub-Interval Relationships In Time Series Data

Anuj Karpatne
In Cornell University, : , 02/2018
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New! JigCell Model Connector: building large molecular network models from components

Layne T. Watson
In Simulation, 94 11: 993-1008, 02/2018
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New! Guest editors’ introduction to the special issue on web archiving

Edward Fox
In International Journal on Digital Libraries, 19 : 1-2, 02/2018
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New! Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models

Maoyuan Sun, Peng Mi, Nikolaj Tatti, Naren Ramakrishnan, Chris North
In ACM Transactions on Knowledge Discovery from Data (TKDD), 12 1: 1-34, 01/2018
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New! Smooth, Efficient, and Interruptible Zooming and Panning

Chris North
In IEEE Transactions on Visualization and Computer Graphics, 25 2: 1421-1434, 01/2018
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New! Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring

Bingsheng Wang, Zhiqian Chen, Arnold Boediardjo
In ACM Transactions on Intelligent Systems and Technology, 9 4: 1-30, 01/2018
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New! illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems

Nikhil Muralidhar, Nathan Self, Marjan Momtazpour, Ratnesh Sharma, Naren Ramakrishnan
In ACM Transactions on Intelligent Systems and Technology, 9 3: 1-20, 01/2018
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New! Sparse estimation of multivariate Poisson log-normal models from count data

Hao Wu, Naren Ramakrishnan
In Statistical Analysis and Data Mining, : 66-77, 01/2018
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New! Ensemble convolutional neural networks for pose estimation

In Computer Vision and Image Understanding, 169 : 62-74, 01/2018
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New! SAViL: cross-display visual links for sensemaking in display ecologies

Chris North
In Personal and Ubiquitous Computing, 22 : 409–431, 12/2017
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New! Multimodal Storytelling via Generative Adversarial Imitation Learning

Zhiqian Chen, Xuchao Zhang, Arnold Boediardjo, Jing Dai
In Cornell University, : , 12/2017
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New! SAFEBIKE: A Bike-sharing Route Recommender with Availability Prediction and Safe Routing

Weisheng Zhong, Fanglan Chen, Kaiqun Fu
In Cornell University, : , 12/2017
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New! Misery Digraphs: Delaying Intrusion Attacks in Obscure Clouds

Layne T. Watson
In IEEE Transactions on Information Forensics and Security, 13 6: 1361-1375, 12/2017
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New! Beacon Editor: Capturing Signal Transduction Pathways Using the Systems Biology Graphical Notation Activity Flow Language

Lenwood Heath
In Journal of Computational Biology, 24 12: 1226-1229, 12/2017
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New! Quasi-Newton Stochastic Optimization Algorithm for Parameter Estimation of a Stochastic Model of the Budding Yeast Cell Cycle

Minghan Chen, Layne T. Watson, Clifford Shaffer
In IEEE/ACM Transactions on Computational Biology and Bioinformatics, 16 1: 301-311, 11/2017
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New! Advancing library cyberinfrastructure for big data sharing and reuse

Edward Fox
In IOS Press, 37 3: , 11/2017
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New! Weighted Inner Products for GMRES and GMRES-DR

Mark Embree
In SIAM Journal on Scientific Computing, 39 5: S610-S632, 10/2017
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New! Media use by young Tunisians during the 2011 revolution vs 2014 elections

Edward Fox
In IOS Press, 22 2-3: 137-158, 10/2017
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New! Outlier Detection for Sensor Systems (ODSS): A MATLAB Macro for Evaluating Microphone Sensor Data Quality

Leanna L. House
In Sensors, : 1-14, 10/2017
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New! Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight

In Cornell University, : , 10/2017
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New! Be the Data: Embodied Visual Analytics

Xin Chen, Jessica Zeitz Self, Leanna L. House, John Wenskovitch, Maoyuan Sun, Nathan Wycoff, Scotland C. Leman, Chris North
In IEEE Transactions on Learning Technologies, 11 1: 81-95, 09/2017
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New! Pseudospectra of Matrix Pencils for Transient Analysis of Differential-Algebraic Equations

Mark Embree
In SIAM Journal on Matrix Analysis and Applications, 38 3: 1028-1054, 09/2017
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New! Long-Span Program Behavior Modeling and Attack Detection

Naren Ramakrishnan
In ACM Transactions on Privacy and Security, 20 4: 1-28, 09/2017
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New! An Individualized Super-Gaussian Single Microphone Speech Enhancement for Hearing Aid Users With Smartphone as an Assistive Device

Chandan Reddy
In IEEE Signal Processing Letters, 24 11: 1601-1605, 09/2017
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New! PEAK: Integrating Curated and Noisy Prior Knowledge in Gene Regulatory Network Inference

Lenwood Heath
In Journal of Computational Biology, 24 9: 863-873, 09/2017
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New! Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics

John Wenskovitch, Naren Ramakrishnan, Leanna L. House, Scotland C. Leman, Chris North
In IEEE Transactions on Visualization and Computer Graphics, : 131-141, 08/2017
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New! Spatial Event Forecasting in Social Media With Geographically Hierarchical Regularization

Liang Zhao, Feng Chen, Naren Ramakrishnan
In Proceedings of the IEEE, 105 10: 1953 - 1970, 08/2017
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New! Machine Learning for Survival Analysis: A Survey

Ping Wang, Chandan Reddy
In Cornell University, : , 08/2017
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New! Pre-Processing Censored Survival Data Using Inverse Covariance Matrix Based Calibration

Chandan Reddy
In IEEE Transactions on Knowledge and Data Engineering, 29 10: 2111-2124, 06/2017
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New! DERIV: distributed brand perception tracking framework

In Journal of Big Data, 4 Article 17: , 06/2017
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New! MicroTarget: MicroRNA target gene prediction approach with application to breast cancer

Lenwood Heath, Hanaa Torkey
In Journal of Bioinformatics and Computational Biology, 15 4: 1-17, 05/2017
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New! New methods to generate massive synthetic networks

Lenwood Heath, Naren Ramakrishnan
In Cornell University, : , 05/2017
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New! Concurrency Control for Spatial Access Method

Jing Dai
In Springer Encyclopedia of GIS, : 286-291, 05/2017
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New! Geography Markup Language (GML)

In Springer Encyclopedia of GIS, : 689-694, 05/2017
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New! Nearest Neighbor Query

Feng Chen
In Springer Encyclopedia of GIS, : 1433-1440, 05/2017
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New! Outlier Detection, Spatial

In Springer Encyclopedia of GIS, : 1539-1546, 05/2017
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New! Gaussian Process Models in Spatial Data Mining

Naren Ramakrishnan
In Springer Encyclopedia of GIS, : 639-644, 05/2017
Citatations: BibTeX

New! Forecasting rare disease outbreaks from open source indicators

Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Saurav Ghosh, Naren Ramakrishnan
In Statistical Analysis and Data Mining, 10 2: 136-150, 03/2017
Citatations: BibTeX

New! Spatial Prediction for Multivariate Non-Gaussian Data

Feng Chen, Yen-Cheng Lu
In ACM Transactions on Knowledge Discovery from Data (TKDD), 11 3: 1-27, 03/2017
Citatations: BibTeX

New! Web Archiving and Digital Libraries (WADL) 2016: Highlights and Introduction to this Special Issue

Edward Fox
In Technical Committee on Digital Libraries, : , 03/2017
Citatations: BibTeX

New! The Signals and Systems Approach to Animation

Chris North
In Cornell University, : , 03/2017
Citatations: BibTeX

New! Predicting network modules of cell cycle regulators using relative protein abundance statistics

Layne T. Watson
In BMC Systems Biology, 11 Article No.30: 1-24, 02/2017
Citatations: BibTeX

New! Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open Sources

Saurav Ghosh, Prithwish Chakraborty, Bryan Lewis, John S. Brownstein, Madhav Marathe, Naren Ramakrishnan
In Cornell University, : , 02/2017
Citatations: BibTeX

New! Bioinformatics of DNA [Scanning the Issue]

Lenwood Heath
In Proceedings of the IEEE, 105 3: 419-421, 02/2017
Citatations: BibTeX

New! Feature Constrained Multi-Task Learning Models for Spatiotemporal Event Forecasting

Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Naren Ramakrishnan
In IEEE Transactions on Knowledge and Data Engineering, 29 5: 1059 - 1072, 01/2017
Citatations: BibTeX

New! Focused crawler for events

Edward Fox
In International Journal on Digital Libraries, 19 : 3-19, 01/2017
Citatations: BibTeX

Security Optimization of Dynamic Networks with Probabilistic Graph Modeling and Linear Programming

Layne T. Watson
In IEEE Transactions on Dependable and Secure Computing, 13 4: 474-487, 12/2016
Citatations: BibTeX

Interactive Graph Layout of a Million Nodes

Peng Mi, Maoyuan Sun, Moeti Masiane, Chris North
In Informatics, 3 4: 23, 12/2016
Citatations: BibTeX

Online Spatial Event Forecasting in Microblogs

Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In ACM Transactions on Spatial Algorithms and Systems (TSAS), 2 4: 15:1-15:39, 11/2016
Citatations: BibTeX

Automated arabic text classification with P-Stemmer, machine learning, and a tailored news article taxonomy

Edward Fox
In Journal of the Association for Information Science and Technology, 67 11: 2667-2683, 11/2016
Citatations: BibTeX

Results of a digital library curriculum field test

Edward Fox
In International Journal on Digital Libraries, 17 4: 273-286, 11/2016
Citatations: BibTeX

Predicting Complications in Critical Care Using Heterogeneous Clinical Data

Chandan Reddy
In IEEE Access, 4 : 7988-8001, 10/2016
Citatations: BibTeX

A Framework for Discovering Evolving Domain Related Spatio-Temporal Patterns in Twitter

Chang-Tien Lu, Liang Zhao
In ISPRS International Journal of Geo-Information, 5 10: 193, 10/2016
Citatations: BibTeX

AVIST: A GPU-Centric Design for Visual Exploration of Large Multidimensional Datasets

Peng Mi, Maoyuan Sun, Moeti Masiane, Chris North
In Informatics, 3 4: 18, 10/2016
Citatations: BibTeX

Automatic targeted-domain spatiotemporal event detection in twitter

Ting Hua, Feng Chen, Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan
In GeoInformatica, 20 4: 765-795, 10/2016
Citatations: BibTeX

Labeled cuts in graphs

Lenwood Heath, Madhav Marathe
In Theoretical Computer Science, 648 : 34-39, 10/2016
Citatations: BibTeX

The big data of violent events: algorithms for association analysis using spatio-temporal storytelling

Arnold Boediardjo, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In GeoInformatica, 20 4: 879-921, 10/2016
Citatations: BibTeX

A Bayesian Perspective on Early Stage Event Prediction in Longitudinal Data

Chandan Reddy
In IEEE Transactions on Knowledge and Data Engineering, 28 12: 3126-3139, 09/2016
Citatations: BibTeX

RODS: Rarity based Outlier Detection in a Sparse Coding Framework

Chandan Reddy
In IEEE Transactions on Knowledge and Data Engineering, 28 2: 483-495, 09/2016
Citatations: BibTeX

Near-Optimal Algorithms for Controlling Propagation at Group Scale on Networks

Abhijin Adiga, Sudip Saha, Anil Vullikanti
In IEEE Transactions on Knowledge and Data Engineering, 28 12: 3339-3352, 09/2016
Citatations: BibTeX

Eigen-Optimization on Large Graphs by Edge Manipulation

Chen Chen, Hanghang Tong, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos
In ACM Transactions on Knowledge Discovery from Data (TKDD), 10 4: 49:1--49:30, 07/2016
Citatations: BibTeX

Capturing Planned Protests from Open Source Indicators

Sathappan Muthiah, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan
In AI Magazine, 37 2: 63-75, 07/2016
Citatations: BibTeX

New! CATrust: Context-Aware Trust Management for Service-Oriented Ad Hoc Networks

Yen-Cheng Lu
In IEEE Transactions on Services Computing, 11 6: 908-921, 07/2016
Citatations: BibTeX

Media use during conflicts: Information seeking and political efficacy during the 2012 Mexican elections

Edward Fox
In Government Information Quarterly, 33 3: 595-602, 07/2016
Citatations: BibTeX

Transfer learning for class imbalance problems with inadequate data

Chandan Reddy
In Knowledge and Information Systems, 48 1: , 07/2016
Citatations: BibTeX

Discovering Anomalies on Mixed-Type Data Using a Generalized Student- t Based Approach

Feng Chen, Chang-Tien Lu
In IEEE Transactions on Knowledge and Data Engineering, 28 10: 2582-2595, 06/2016
Citatations: BibTeX

Causality reasoning about network events for detecting stealthy malware activities

Hao Zhang, Naren Ramakrishnan
In Computer & Security, 58 : 180-198, 06/2016
Citatations: BibTeX

DeNovo: virus-host sequence-based protein–protein interaction prediction

Lenwood Heath
In Bioinformatics, 32 8: 1144-1150, 04/2016
Citatations: BibTeX

Big Data

Naren Ramakrishnan
In Big Data, 49 4: 20-22, 04/2016
Citatations: BibTeX

A framework for intelligence analysis using spatio-temporal storytelling

Arnold Boediardjo, Feng Chen, Chang-Tien Lu, Patrick Butler, Naren Ramakrishnan
In GeoInformatica, 20 2: 285-326, 03/2016
Citatations: BibTeX

Syndromic surveillance of Flu on Twitter using weakly supervised temporal topic models

K S M Tozammel Hossain, Patrick Butler, Liangzhe Chen, Naren Ramakrishnan
In Springer Data Mining and Knowledge Discovery, 30 3: 681-710, 03/2016
Citatations: BibTeX

A topic-focused trust model for Twitter

Liang Zhao, Ting Hua, Chang-Tien Lu
In Computer Communications, 76 : 1-11, 02/2016
Citatations: BibTeX

A distributed ensemble approach for mining healthcare data under privacy constraints

Chandan Reddy
In Information Sciences, 330 : 245-259, 02/2016
Citatations: BibTeX

BiSet: Semantic Edge Bundling with Biclusters for Sensemaking

Maoyuan Sun, Peng Mi, Chris North, Naren Ramakrishnan
In IEEE Trans. Visualization and Computer Graphics, 22 1: 310-319, 01/2016
Citatations: BibTeX

Prediction using Propagation: From Flu-Trends to Cyber Security

In IEEE Intelligent Systems, 31 1: 84-88, 01/2016
Citatations: BibTeX

Multiobjective optimization using an adaptive weighting scheme

Layne T. Watson
In Optimization Methods and Software, 31 1: 110-133, 01/2016
Citatations: BibTeX

Multi-source models for civil unrest forecasting

Gizem Korkmaz, Jose Cadena, Chris Kuhlman, Achla Marathe, Anil Vullikanti, Naren Ramakrishnan
In Social Network Analysis and Mining, 6 1: 50:1-50:25, 01/2016
Citatations: BibTeX

How events unfold: Spatiotemporal mining in social media

Ting Hua, Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In ACM SIGSPATIAL Special, 7 3: 19-25, 01/2016
Citatations: BibTeX

Node Immunization on Large Graphs: Theory and Algorithms

Chen Chen, Hanghang Tong
In IEEE Transactions on Knowledge and Data Engineering, 28 1: 113-126, 01/2016
Citatations: BibTeX

New! Postproduction in Game Cinematics

Chris North
In Encyclopedia of Computer Graphics and Games, : , 12/2015
Citatations: BibTeX

Weakly supervised nonnegative matrix factorization for user-driven clustering

Chandan Reddy
In Springer Data Mining and Knowledge Discovery, 29 6: 1598-1621, 11/2015
Citatations: BibTeX

HMMvar-func: a new method for predicting the functional outcome of genetic variants

Layne T. Watson
In BMC Bioinformatics, 16 : 351:1--351:10, 10/2015
Citatations: BibTeX

Pricing a Protest: Forecasting the Dynamics of Civil Unrest Activity in Social Media

Michael Roan, Naren Ramakrishnan
In PLOS, : , 10/2015
Citatations: BibTeX

Data-Aware Vaccine Allocation Over Large Networks

In ACM Transactions on Knowledge Discovery from Data (TKDD), 10 2: 20:1--20:32, 10/2015
Citatations: BibTeX

Syndromic surveillance of Flu on Twitter using weakly supervised temporal topic models

K S M Tozammel Hossain, Patrick Butler, Naren Ramakrishnan
In Springer Data Mining and Knowledge Discovery, : 1-30, 09/2015
Citatations: BibTeX

Model-Based Forecasting of Significant Societal Events

Naren Ramakrishnan, Chang-Tien Lu, Madhav Marathe, Achla Marathe, Anil Vullikanti, Scotland C. Leman, Michael Roan, John S. Brownstein, Kristen Summers, Lise Getoor, Aravind Srinivasan, Dipak Gupta, David Mares
In IEEE Intelligent Systems, 30 5: 86-90, 09/2015
Citatations: BibTeX

CoSREM: a graph mining algorithm for the discovery of combinatorial splicing regulatory elements

Eman Badr, Lenwood Heath
In BMC Bioinformatics, 16 : 285:1--285:15, 09/2015
Citatations: BibTeX

Stability and Generalization in Structured Prediction

Ben London, Lise Getoor
In Journal of Machine Learning Research, : , 09/2015
Citatations: BibTeX

Performance analysis of a novel GPU computation-to-core mapping scheme for robust facet image modeling

Layne T. Watson
In Journal of Real-Time Image Processing, 10 3: 485-500, 09/2015
Citatations: BibTeX

Node Immunization on Large Graphs: Theory and Algorithms

Chen Chen, Hanghang Tong, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau
In IEEE Transactions on Knowledge and Data Engineering, : 113-126, 08/2015
Citatations: BibTeX

A Framework to Analyze the Performance of Load Balancing Schemes for Ensembles of Stochastic Simulations

Layne T. Watson, Clifford Shaffer, Yang Cao
In International Journal of Parallel Programming, 43 4: 597-630, 08/2015
Citatations: BibTeX

Biclustering neighborhood-based collaborative filtering method for top-n recommender systems

Chandan Reddy
In Knowledge and Information Systems, 44 2: 475-491, 08/2015
Citatations: BibTeX

Data-Aware Vaccine Allocation over Large Networks

In ACM Transactions on Knowledge Discovery and Data Mining, 10 2: , 08/2015
Citatations: BibTeX

Urban Traffic Flow Prediction Using a Spatio-Temporal Random Effects Model

Feng Chen, Chang-Tien Lu
In Journal of Intelligent Transportation Systems, 20 3: 282-293, 07/2015
Citatations: BibTeX

Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics

Alex Endert, Chris North
In IEEE Computer Graphics and Applications, 35 4: 94-99, 07/2015
Citatations: BibTeX

The Benefits of Learning with Strongly Convex Approximate Inference

Ben London, Lise Getoor
In International Conference on Machine Learning, : , 07/2015
Citatations: BibTeX

Constrained elastic net based knowledge transfer for healthcare information exchange

Chandan Reddy
In Springer Data Mining and Knowledge Discovery, 29 4: 1094-1112, 07/2015
Citatations: BibTeX

Predicting gene functions from multiple biological sources using novel ensemble methods

Chandan Reddy
In Int. J. of Data Mining and Bioinformatics, 12 2: 184-206, 05/2015
Citatations: BibTeX

WhittleSearch: Interactive Image Search with Relative Attribute Feedback

Adriana Kovashka, Kristen Grauman
In International Journal of Computer Vision, 115 2: 185-210, 04/2015
Citatations: BibTeX

Aircraft Design Markup Language for Multidisciplinary Aircraft Design and Analysis

Layne T. Watson
In Aerospace Information Systems, 12 2: 267-283, 02/2015
Citatations: BibTeX

Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization

Chandan Reddy
In Neurocomputing, 150 : 570-582, 02/2015
Citatations: BibTeX

Bayesian Model Fusion for Forecasting Civil Unrest

Scotland C. Leman, Parang Saraf, Naren Ramakrishnan
In Technometrics, 57 3: 332-340, 02/2015
Citatations: BibTeX

Fast adaptive kernel density estimator for data streams

Arnold Boediardjo, Chang-Tien Lu, Feng Chen
In Knowledge and Information Systems, 42 2: 285-317, 01/2015
Citatations: BibTeX

Fast inspection for size-based analysis in aggregate processing

A. Lynn Abbott
In Springer Machine Vision and Applications, 26 1: 31-40, 01/2015
Citatations: BibTeX

Bayesian Visual Analytics: BaVA

Leanna L. House, Scotland C. Leman, Chao Han
In , 8 1: 1-13, 01/2015
Citatations: BibTeX

ThemeDelta: Dynamic Segmentations over Temporal Topic Models

Samah Gad, Naren Ramakrishnan
In IEEE Visualization and Computer Graphics, 21 5: 672 - 685, 01/2015
Citatations: BibTeX

Identifying Splicing Regulatory Elements with de Bruijn Graphs

Eman Badr, Lenwood Heath
In Journal of Computational Biology, 21 12: , 12/2014
Citatations: BibTeX

Misinformation Propagation in the Age of Twitter

Fang Jin, Wei Wang, Liang Zhao, Edward Dougherty, Yang Cao, Chang-Tien Lu, Naren Ramakrishnan
In Computer, 47 12: 90--94, 12/2014
Citatations: BibTeX

SharkFin: Spatio-temporal mining of software adoption and penetration

Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng Chau, Christos Faloutsos
In Social Network Analysis and Mining, 4 1: , 11/2014
Citatations: BibTeX

Adopting Abstract Images for Semantic Scene Understanding

Lawrence Zitnick
In IEEE Pattern Analysis and Machine Intelligence, : , 10/2014
Citatations: BibTeX

Unsupervised Spatial Event Detection in Targeted Domains with Applications to Civil Unrest Modeling

Liang Zhao, Feng Chen, Jing Dai, Ting Hua, Chang-Tien Lu, Naren Ramakrishnan
In PLOS, : , 10/2014
Citatations: BibTeX

Charging and Storage Infrastructure Design for Electric Vehicles

Marjan Momtazpour, Patrick Butler, Naren Ramakrishnan, M. Shahriar Hossain, Mohammad C. Bozchalui, Ratnesh Sharma
In ACM Transactions on Intelligent Systems and Technology (TIST), 5 3: 1--27, 09/2014
Citatations: BibTeX

Uncovering the plot: detecting surprising coalitions of entities in multi-relational schemas

Hao Wu, Jilles Vreeken, Nikolaj Tatti, Naren Ramakrishnan
In Springer Data Mining and Knowledge Discovery, 28 5-6: 1398--1428, 07/2014
Citatations: BibTeX

Satellite Imagery Analysis: What Can Hospital Parking Lots Tell Us about a Disease Outbreak?

Patrick Butler, Naren Ramakrishnan, Elaine O. Nsoesie, John S. Brownstein
In Computer, 47 4: 94--97, 04/2014
Citatations: BibTeX

AutoLCA: A Framework for Sustainable Redesign and Assessment of Products

M. Shahriar Hossain, Manish Marwah, Amip Shah, Layne T. Watson, Naren Ramakrishnan
In ACM Transactions on Intelligent Systems and Technology (TIST), 5 2: 1--21, 04/2014
Citatations: BibTeX

A System to Automatically Classify and Name Any Individual Genome-Sequenced Organism Independently of Current Biological Classification and Nomenclature

Haitham Marakeby, Eman Badr, Hanaa Torkey, Scotland C. Leman, Caroline L. Monteil, Lenwood Heath, Boris A. Vinatzner
In PLOS, : , 02/2014
Citatations: BibTeX

Analyzing Civil Unrest through Social Media

Ting Hua, Chang-Tien Lu, Naren Ramakrishnan, Feng Chen, Jaime Arredondo, David Mares, Kristen Summers
In Computer, 46 12: 80--84, 12/2013
Citatations: BibTeX

Mining Posets from Linear Orders

Procesco L. Fernandez, Lenwood Heath, Naren Ramakrishnan, Michael Tan, John Paul Vergara
In Algorithms and Applications, 5 4: , 10/2013
Citatations: BibTeX

Bixplorer: Visual Analytics with Biclusters

Patrick Fiaux, Maoyuan Sun, Lauren Bradel, Chris North, Naren Ramakrishnan, Alex Endert
In Computer, 46 8: 90--94, 08/2013
Citatations: BibTeX

Efficiently spotting the starting points of an epidemic in a large graph

Jilles Vreeken, Christos Faloutsos
In , 38 1: 35--59, 07/2013
Citatations: BibTeX

Competing Memes Propagation on Networks: A Network Science Perspective

Xuetao Wei, Nicholas C. Valler, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos
In , 31 6: 1049--1060, 06/2013
Citatations: BibTeX

Visual to Parametric Interaction (V2PI)

Scotland C. Leman, Leanna L. House, Dipayan Maiti, Alex Endert, Chris North
In PLOS, : , 03/2013
Citatations: BibTeX

Scatter/gather clustering: flexibly incorporating user feedback to steer clustering results

M. Shahriar Hossain, Praveen Kumar Reddy Ojili, Cindy Grimm, Rolf Muller, Layne T. Watson, Naren Ramakrishnan
In IEEE Trans. Visualization and Computer Graphics, 18 12: , 12/2012
Citatations: BibTeX

Improving Mr. Myagi’s Coaching Style: Teaching Data Analytics with Interactive Data Visualizations

Scotland C. Leman, Leanna L. House
In Chance, 25 4: 4-10, 04/2012
Citatations: BibTeX

Generating random graphs with tunable clustering coefficients

Nidhi Parikh, Lenwood Heath
In Physica, 390 23-24: 4577-4587, 11/2011
Citatations: BibTeX

Observationlevel Interaction with Statistical Models for Visual Analytics

Leanna L. House, Scotland C. Leman
In IEE Symposium on Visual Analytics Science and Technology (VAST), 121-130 : , 10/2011
Citatations: BibTeX

A Theoretical Model for Whole Genome Alignment

Nahla A. Belal, Lenwood Heath
In Journal of Computational Biology, 5 : 18, 05/2011
Citatations: BibTeX

Reverse engineering dynamic temporal models of biological processes and their relationships

Naren Ramakrishnan, Satish Tadepalli, Layne T. Watson, Richard F Helm, Marco Antoniotti, Bud Mishra
In Proceedings of the National Academy of Sciences, 107 28: , 05/2010
Citatations: BibTeX

Algorithm 897: VTDIRECT95: serial and parallel codes for the global optimization algorithm DIRECT

Jian He, Layne T. Watson, Masha Sosonkina
In ACM Transactions on Mathematical Software, 36 3: 1-24, 07/2009
Citatations: BibTeX

Virtual Shop Clusters – A New Layout Concept for a Ship Repair and Maintenance Facility

Brian Mayer, Shahrukh Irani, Hosni Adra
In Naval Engineers Journal, 120 2: 99-111, 10/2008
Citatations: BibTeX

Semisupervised learning of hidden Markov models via a homotopy method

Shihao Ji, Layne T. Watson, Lawrence Carin
In IEEE Pattern Analysis and Machine Intelligence, 31 2: 275-287, 03/2008
Citatations: BibTeX

Studying recommendation algorithms by graph analysis

Batul J Mirza, Benjamin J. Keller, Naren Ramakrishnan
In Journal of Intelligent Information Systems, 20 2: 131--160, 03/2003
Citatations: BibTeX

Integrated Computing Environments for Watershed Management

Layne T. Watson, Vinod K. Lohani, David F. Kibler, Randel L. Dymond, Naren Ramakrishnan, Clifford Shaffer
In Computer, 16 4: 259--268, 10/2002
Citatations: BibTeX

Privacy risks in recommender systems

Naren Ramakrishnan, Benjamin J. Keller, Batul J Mirza, Ananth Y Grama, George Karypis
In IEEE Internet Computing, 5 6: 54--62, 08/2001
Citatations: BibTeX

Data mining: from serendipity to science

Naren Ramakrishnan, Ananth Y Grama
In Computer, 32 8: 34--37, 08/1999
Citatations: BibTeX

Algorithm 777: HOMPACK90: A suite of Fortran 90 codes for globally convergent homotopy algorithms

Layne T. Watson, Maria Sosonkina, Robert Melville, Alexander P. Morgan, Homer Walker
In ACM Transactions on Mathematical Software, 23 4: 514-549, 12/1997
Citatations: BibTeX

A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams

Arnold Boediardjo, Chang-Tien Lu, Bingsheng Wang
In ACM Transactions on Knowledge Discovery and Data Mining, 9 1: ,
Citatations: BibTeX

JigCell Run Manager (JC-RM): a tool for managing large sets of biochemical model parametrizations

Layne T. Watson, Clifford Shaffer
In BMC Systems Biology, 9 : 95,
Citatations: BibTeX

Remark on Algorithm 897: VTDIRECT95: Serial and Parallel Codes for the Global Optimization Algorithm DIRECT

Masha Sosonkina, Layne T. Watson, Jian He
In ACM Transactions on Mathematical Software, 41 3: 22:1--22:2,
Citatations: BibTeX

Conferences Back to Top

New! LINgroups as a principled approach to compare and integrate multiple bacterial taxonomies

Reza Mazloom, Lenwood Heath
In Proceedings of the 55th Computational Biology and Health Informatics, (pp 1-7), 08/2022
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New! [Data] Quality Lies In The Eyes Of The Beholder

Xavier Pleimling, Vedant Shah, Ismini Lourentzou
In Proceedings of the PErvasive Technologies Related to Assistive Environments, (pp 118–124), 07/2022
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New! Extracting Temporal Event Relation with Syntax-guided Graph Transformer

Shuaicheng Zhang, Lifu Huang
In Proceedings of the Association for Computational Linguistics, (pp 379-390), 07/2022
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New! What Makes the Story Forward?: Inferring Commonsense Explanations as Prompts for Future Event Generation

Lifu Huang
In Proceedings of the ACM SIGIR conference on Research and Development in Information Retrieval, (pp 1098–1109), 07/2022
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New! Blocking Influence at Collective Level with Hard Constraints

Subhodip Biswas, Fanglan Chen, Kaiqun Fu, Taoran Ji, Naren Ramakrishnan, Zhiqian Chen
In Proceedings of the 11th AAAI Conference on Artificial Intelligence, (pp 13115-13116), 06/2022
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New! Multilingual Code Snippets Training for Program Translation

Ming Zhu, Chandan Reddy
In Proceedings of the 10th AAAI Conference on Artificial Intelligence, (pp 11783-11790), 06/2022
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New! MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding

Lifu Huang
In Proceedings of the 10th AAAI Conference on Artificial Intelligence, (pp 11200-11208), 06/2022
Citatations: BibTeX

New! Drink Bleach or Do What Now? COVID-HeRA: A Study of Risk-Informed Health Decision Making in the Presence of COVID-19 Misinformation

Ismini Lourentzou
In Proceedings of the AAAI Conference on Web and Social Media, (pp 1218-1227), 05/2022
Citatations: BibTeX

New! Immersive Analytics 2.0: Spatial and Embodied Sensemaking

Chris North
In Proceedings of the 91st ACM Conference on Human Factors in Computing Systems, (pp 1–7), 04/2022
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New! ANTHEM: Attentive Hyperbolic Entity Model for Product Search

Chandan Reddy
In Proceedings of the ACM International Conference on Web Search and Data Mining, (pp 161-171), 02/2022
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New! TriGORank: A Gene Ontology Enriched Learning-to-Rank Framework for Trigenic Fitness Prediction

Ismini Lourentzou
In Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, (pp ), 01/2022
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New! Building A Large Collection of Multi-domain Electronic Theses and Dissertations

Edward Fox, Bipasha Banerjee
In Proceedings of the IEEE International Conference on Big Data, (pp ), 01/2022
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New! Context Integrated Relational Spatio-Temporal Resource Forecasting

Hoda Eldardiry
In Proceedings of the IEEE International Conference on Big Data, (pp 1359-1368), 12/2021
Citatations: BibTeX

New! Multi-stage Hybrid Attentive Networks for Knowledge-Driven Stock Movement Prediction

Hoda Eldardiry, Jiaying Gong
In Proceedings of the International Conference on Neural Information Processing, (pp 501-513), 12/2021
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New! Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map

In Proceedings of the International Conference on Computer Vision (ICCV), (pp ), 11/2021
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New! Zero-shot Relation Classification from Side Information

Hoda Eldardiry, Jiaying Gong
In Proceedings of the CIKM, (pp 576–585), 10/2021
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New! A Graph Convolutional Neural Network Based Approach for Traffic Monitoring Using Augmented Detections with Optical Flow

Ioannis Papakis, Anuj Karpatne
In Proceedings of the IEEE International Conference on Intelligent Transportation Systems, (pp 2980-2986), 10/2021
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New! Semantic Explanation of Interactive Dimensionality Reduction

Chris North, Yali Bian
In Proceedings of the IEEE Visualization Conference (VIS), (pp 26-30), 10/2021
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New! Narrative Sensemaking: Strategies for Narrative Maps Construction

Chris North
In Proceedings of the IEEE Visualization Conference (VIS), (pp 181-185), 10/2021
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New! Workshop on Data-Efficient Machine Learning (DeMaL)

Chandan Reddy
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 4135–4136), 08/2021
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New! Physics-Guided AI for Large-Scale Spatiotemporal Data

Anuj Karpatne
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 4088–4089), 08/2021
Citatations: BibTeX

New! Graph Deep Factors for Forecasting with Applications to Cloud Resource Allocation

Hongjie Chen, Hoda Eldardiry
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 106-116), 08/2021
Citatations: BibTeX

New! DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization

Ismini Lourentzou
In Proceedings of the Research and Development in Information Retrieval, (pp 1389–1399), 07/2021
Citatations: BibTeX

New! Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings

Khoa Doan, Chandan Reddy
In Proceedings of the ACM SIGIR conference on Research and Development in Information Retrieval, (pp 665-674), 07/2021
Citatations: BibTeX

New! Predicting Stock Price Movement Using Financial News Sentiment

Jiaying Gong, Hoda Eldardiry
In Proceedings of the Engineering Applications of Neural Networks, (pp 503-517), 07/2021
Citatations: BibTeX

New! AdaReNet: Adaptive Reweighted Semi-supervised Active Learning to Accelerate Label Acquisition

Ismini Lourentzou
In Proceedings of the PErvasive Technologies Related to Assistive Environments, (pp 431-438), 06/2021
Citatations: BibTeX

New! Aspect Classification for Legal Depositions

Saurabh Chakravarty, Maanav Mehrotra, Edward Fox
In Proceedings of the JSAI International Symposium on Artificial Intelligence, (pp 179-195), 06/2021
Citatations: BibTeX

New! Multi-Level Generative Chaotic Recurrent Network for Image Inpainting

A. Lynn Abbott
In Proceedings of the IEEE (WACV), (pp 3625-3634), 06/2021
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New! REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data

Ruoxi Jia
In Proceedings of the Computer and Communications Security, (pp 321-335), 05/2021
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New! Sensemaking Strategies with Immersive Space to Think

Chris North
In Proceedings of the IEEE Annual International Symposium Virtual Reality, (pp 529-537), 05/2021
Citatations: BibTeX

New! Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19

Nikhil Muralidhar, Bijaya Adhikari, Anika Tabassum, Naren Ramakrishnan
In Proceedings of the 6th AAAI Conference on Artificial Intelligence, (pp 4855-4863), 05/2021
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New! Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications

Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan
In Proceedings of the 9th AAAI Conference on Artificial Intelligence, (pp 7953-7960), 05/2021
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New! Improving Robustness to Model Inversion Attacks via Mutual Information Regularization

Ruoxi Jia
In Proceedings of the 13th AAAI Conference on Artificial Intelligence, (pp 11666-11673), 05/2021
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New! A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection

Tian Shi, Liuqing Li, Ping Wang, Chandan Reddy
In Proceedings of the 15th AAAI Conference on Artificial Intelligence, (pp 13815-13824), 05/2021
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New! DropLoss for Long-Tail Instance Segmentation

Esther Robb
In Proceedings of the 2nd AAAI Conference on Artificial Intelligence, (pp 1549-1557), 05/2021
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New! Do we still need physical monitors? An evaluation of the usability of AR virtual monitors for productivity work

Chris North
In Proceedings of the IEEE Annual International Symposium Virtual Reality, (pp 759-767), 05/2021
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New! On the Evaluation of Generative Adversarial Networks By Discriminative Models

Edward Fox
In Proceedings of the International Conference on Pattern Recognition, (pp 991-998), 05/2021
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New! Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs

Nurendra Choudhary, Chandan Reddy
In Proceedings of the World Wide Web conference, (pp 1373-1384), 04/2021
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New! Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterogeneous Networks

Ping Wang, Chandan Reddy
In Proceedings of the World Wide Web conference, (pp 2946-2957), 04/2021
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New! DeepSI: Interactive Deep Learning for Semantic Interaction

Chris North
In Proceedings of the Intelligent User Interfaces, (pp 197-207), 04/2021
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New! Multiobjective Optimization of the Variability of the High-Performance Linpack Solver

Tyler Chang, Layne T. Watson
In Proceedings of the Winter Simulation Conference, (pp 3081-3092), 03/2021
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New! RISECURE: Metro Incidents And Threat Detection Using Social Media

Omer Zulfiqar, Yi-Chun Chang, Po-Han Chen, Kaiqun Fu
In Proceedings of the IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp 531-535), 03/2021
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New! SOSNet: A Graph Convolutional Network Approach to Fine-Grained Cyberbullying Detection

Kaiqun Fu
In Proceedings of the IEEE Big Data, (pp 1699-1708), 03/2021
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New! InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective

Ruoxi Jia
In Proceedings of the International Conference on Learning Representations, (pp ), 03/2021
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New! Biodiversity Image Quality Metadata Augments Convolutional Neural Network Classification of Fish Species

Anuj Karpatne
In Proceedings of the Metadata and Semantic Research, (pp 3-12), 03/2021
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New! PseudoSeg: Designing Pseudo Labels for Semantic Segmentation

Yuliang Zou
In Proceedings of the International Conference on Learning Representations, (pp ), 03/2021
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New! Process Guided Deep Learning for Modeling Physical Systems: An Application in Lake Temperature Modeling

Anuj Karpatne
In Proceedings of the IEEE International Symposium on Geoscience and Remote Sensing, (pp 3494-3496), 02/2021
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New! CrowdTrace: Visualizing Provenance in Distributed Sensemaking

Tianyi Li, Chris North
In Proceedings of the Visualization Conference (VIS), (pp 191-195), 02/2021
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New! NoiseScope: Detecting Deepfake Images in a Blind Setting

Chandan Reddy
In Proceedings of the Annual Computer Security Applications, (pp 913–927), 12/2020
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New! NAS-DIP: Learning Deep Image Prior with Neural Architecture Search

Esther Robb
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 442-459), 12/2020
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New! FeatMatch: Feature-Based Augmentation for Semi-supervised Learning

In Proceedings of the European Conference on Computer Vision (ECCV), (pp 479-495), 12/2020
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New! Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling

Yuliang Zou
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 710-727), 11/2020
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New! Incorporating domain knowledge into Memetic Algorithms for solving Spatial Optimization problems

Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Naren Ramakrishnan
In Proceedings of the SIGSPATIAL International Conference on Advances in Geographic Information Systems, (pp 25-35), 11/2020
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New! Graph Convolutional Networks with Kalman Filtering for Traffic Prediction

Fanglan Chen, Zhiqian Chen, Subhodip Biswas, Shuo Lei, Naren Ramakrishnan
In Proceedings of the SIGSPATIAL International Conference on Advances in Geographic Information Systems, (pp 135-138), 11/2020
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New! Reimagining City Configuration: Automated Urban Planning via Adversarial Learning

In Proceedings of the GIS: Geographic Information Systems, (pp 497-506), 11/2020
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New! High-dimensional spatial simulation ensemble analysis

Leanna L. House
In Proceedings of the GIS: Geographic Information Systems, (pp 1-4), 11/2020
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New! Punch Typing: Alternative Method for Text Entry in Virtual Reality

Ruoxi Jia
In Proceedings of the Article No. 28th Spatial User Interaction, (pp 1-2), 10/2020
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New! Semantic View Synthesis

In Proceedings of the European Conference on Computer Vision (ECCV), (pp 592-608), 10/2020
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New! Shuffle and Attend: Video Domain Adaptation

Jinwoo Choi
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 678-695), 10/2020
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New! DRG: Dual Relation Graph for Human-Object Interaction Detection

Chen Gao, Yuliang Zou
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 696-712), 10/2020
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New! Flow-edge Guided Video Completion

Chen Gao
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 713-729), 10/2020
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New! On the Impact of Perceptual Compression on Deep Learning

Ruoxi Jia
In Proceedings of the Multimedia Information Processing and Retrieval, (pp 219-224), 08/2020
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New! The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

Ruoxi Jia
In Proceedings of the Computer Vision and Pattern Recognition, (pp 250-258), 08/2020
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New! Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline

In Proceedings of the Computer Vision and Pattern Recognition, (pp 1648-1657), 08/2020
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New! Instance-Aware Image Colorization

In Proceedings of the Computer Vision and Pattern Recognition, (pp 7965-7974), 08/2020
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New! 3D Photography Using Context-Aware Layered Depth Inpainting

In Proceedings of the Computer Vision and Pattern Recognition, (pp 8025-8035), 08/2020
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New! Learning to See Through Obstructions

In Proceedings of the Computer Vision and Pattern Recognition, (pp 14203-14212), 08/2020
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New! How Should One Explore the Digital Library of the Future?

Edward Fox
In Proceedings of the ACM/IEEE on Joint Conference on Digital Libraries, (pp 1-2), 08/2020
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New! A Heuristic Baseline Method for Metadata Extraction from Scanned Electronic Theses and Dissertations

Edward Fox
In Proceedings of the ACM/IEEE on Joint Conference on Digital Libraries, (pp 515–516), 08/2020
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New! Preparing Code and Data for Computational Reproducibility

Edward Fox
In Proceedings of the ACM/IEEE on Joint Conference on Digital Libraries, (pp 565-566), 08/2020
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New! Introduction to Digital Libraries

Edward Fox
In Proceedings of the ACM/IEEE on Joint Conference on Digital Libraries, (pp 567–568), 08/2020
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New! Social Media Use, Political Polarization, and Social Capital: Is Social Media Tearing the U.S. Apart?

Scotland C. Leman
In Proceedings of the Human-Computer Interaction, (pp 243-260), 07/2020
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New! Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning

Zhiqian Chen
In Proceedings of the Automation and Test in Europe Conference and Exhibition, (pp 358-363), 06/2020
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New! Too Small to Fail: Information Sharing Behavior in a US Municipal Election

Ziqian Song, Liuqing Li, Edward Fox
In Proceedings of the Digital Government Research, (pp 41–51), 06/2020
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New! Managing computationally expensive blackbox multiobjective optimization problems with libensemble

Tyler Chang, Layne T. Watson, Thomas Lux
In Proceedings of the Spring Simulation Multiconference, (pp 1-12), 05/2020
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New! Reducing Footskate in Human Motion Reconstruction with Ground Contact Constraints

Yuliang Zou
In Proceedings of the IEEE (WACV), (pp 448-457), 05/2020
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New! Unsupervised and Semi-Supervised Domain Adaptation for Action Recognition from Drones

Jinwoo Choi
In Proceedings of the IEEE (WACV), (pp 1706-1715), 05/2020
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New! Evaluating the Benefits of the Immersive Space to Think

Chris North
In Proceedings of the Virtual Reality and 3D User Interfaces Abstracts and Workshops, (pp 331-337), 05/2020
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New! Efficient Implicit Unsupervised Text Hashing using Adversarial Autoencoder

Khoa Doan, Chandan Reddy
In Proceedings of the World Wide Web conference, (pp 684-694), 04/2020
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New! Detecting Suspicious Timber Trades

Debanjan Datta, Mohammad Raihanul Islam, Nathan Self, Naren Ramakrishnan
In Proceedings of the 8th AAAI Conference on Artificial Intelligence, (pp 13248-13254), 04/2020
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New! Geospatial Clustering for Balanced and Proximal Schools

Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Sathappan Muthiah, Zhiqian Chen, Nathan Self, Naren Ramakrishnan
In Proceedings of the 9th AAAI Conference on Artificial Intelligence, (pp 13358-13365), 04/2020
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New! Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data

Xuchao Zhang, Fanglan Chen, Liang Zhao
In Proceedings of the 4th AAAI Conference on Artificial Intelligence, (pp 6853-6860), 04/2020
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New! TapNet: Multivariate Time Series Classification with Attentional Prototypical Network

Xuchao Zhang
In Proceedings of the 4th AAAI Conference on Artificial Intelligence, (pp 6845-6852), 04/2020
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New! With respect to what?: Simultaneous interaction with dimension reduction and clustering projections

John Wenskovitch, Michelle Dowling, Chris North
In Proceedings of the Intelligent User Interfaces, (pp 177-188), 03/2020
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New! Robust anomaly detection and backdoor attack detection via differential privacy

Ruoxi Jia
In Proceedings of the International Conference on Learning Representations, (pp ), 03/2020
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New! Guided Image-to-Image Translation With Bi-Directional Feature Transformation

Badour AlBahar
In Proceedings of the International Conference on Computer Vision (ICCV), (pp 9015-9024), 02/2020
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New! Auto-Grading Jupyter Notebooks

Amit Naik, Clifford Shaffer, Chris North
In Proceedings of the ACM Technical Symposium on Computer Science Education, (pp 1139-1144), 02/2020
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New! Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence Approach

Nikhil Muralidhar, Sathappan Muthiah, Ratnesh Sharma, Naren Ramakrishnan
In Proceedings of the IEEE International Conference on Big Data, (pp 543-552), 02/2020
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New! On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game

Madhav Marathe, Naren Ramakrishnan, Parang Saraf, Nathan Self, Abhijin Adiga, Gizem Korkmaz, Chris Kuhlman
In Proceedings of the Winter Simulation Conference, (pp ), 02/2020
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New! Language-Agnostic Representation Learning for Product Search on E-Commerce Platforms

Aman Ahuja, Chandan Reddy
In Proceedings of the Web Search and Data Mining, (pp 7-15), 01/2020
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New! Interactive Bicluster Aggregation in Bipartite Graphs

Maoyuan Sun, Naren Ramakrishnan, Chris North
In Proceedings of the International Conference on Visualisation, (pp 246-250), 12/2019
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New! REGAL: A Regionalization framework for school boundaries

Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Andreea Sistrunk, Nathan Self, Naren Ramakrishnan
In Proceedings of the GIS: Geographic Information Systems, (pp 544-547), 11/2019
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New! Adversarial Factorization Autoencoder for Look-alike Modeling

Khoa Doan, Chandan Reddy
In Proceedings of the ACM International Conference on Information and Knowledge Management, (pp 2803–2812), 11/2019
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New! Document-Level Multi-Aspect Sentiment Classification for Online Reviews of Medical Experts

Tian Shi, Chandan Reddy
In Proceedings of the ACM International Conference on Information and Knowledge Management, (pp 2723–2731), 11/2019
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New! NActSeer: Predicting User Actions in Social Network using Graph Augmented Neural Network

Mohammad Raihanul Islam, Sathappan Muthiah, Naren Ramakrishnan
In Proceedings of the ACM International Conference on Information and Knowledge Management, (pp 1793–1802), 11/2019
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New! Active Learning Technique for Multimodal Brain Tumor Segmentation Using Limited Labeled Images

Dhruv Sharma, Chandan Reddy
In Proceedings of the MICCAI Workshop on Domain Adaptation and Representation Transfer, (pp 148-156), 10/2019
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New! Achieving Accurate Segmentation of Nasopharyngeal Carcinoma in MR Images Through Recurrent Attention

In Proceedings of the Medical Image Computing and Computer-Assisted Intervention, (pp 494-502), 10/2019
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New! Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games

Abhijin Adiga, Gizem Korkmaz, Chris Kuhlman, Madhav Marathe, Naren Ramakrishnan, Parang Saraf, Nathan Self
In Proceedings of the IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp ), 08/2019
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New! RumorSleuth: joint detection of rumor veracity and user stance

Mohammad Raihanul Islam, Sathappan Muthiah, Naren Ramakrishnan
In Proceedings of the IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp 131-136), 08/2019
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New! Feature driven learning framework for cybersecurity event detection

Taoran Ji, Xuchao Zhang, Nathan Self, Kaiqun Fu, Naren Ramakrishnan
In Proceedings of the IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp 196–203), 08/2019
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New! Workshop on Web Archiving and Digital Libraries (WADL)

Edward Fox
In Proceedings of the ACM/IEEE on Joint Conference on Digital Libraries, (pp 455-456), 08/2019
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New! Source form an automated crowdsourced object generator

In Proceedings of the Article No. 13th Special Interest Group on Computer Graphics and Interactive Techniques, (pp 1-2), 07/2019
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New! Spatio-temporal Event Forecasting and Precursor Identification

Yue Ning, Feng Chen
In Proceedings of the ACM Transactions on Knowledge Discovery and Data Mining, (pp 3237–3238), 07/2019
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New! EpiDeep: Exploiting Embeddings for Epidemic Forecasting

Bijaya Adhikari, Xinfeng Xu, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 577–586), 07/2019
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New! Connecting the Digital and Physical World: Improving the Robustness of Adversarial Attacks

Joseph Messou
In Proceedings of the 1st AAAI Conference on Artificial Intelligence, (pp 962-969), 07/2019
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New! Communication Behavior in an Emerging Democracy

Ziqian Song, Liuqing Li, Edward Fox
In Proceedings of the , (pp 445-455), 06/2019
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New! A Hierarchical Attention Retrieval Model for Healthcare Question Answering

Ming Zhu, Aman Ahuja, Chandan Reddy
In Proceedings of the World Wide Web conference, (pp 2472–2482), 05/2019
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New! Discovering Product Defects and Solutions from Online User Generated Contents

Aman Ahuja, Edward Fox, Chandan Reddy
In Proceedings of the World Wide Web conference, (pp 3441–3447), 05/2019
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New! Event Detection using Hierarchical Multi-Aspect Attention

Sneha Mehta, Mohammad Raihanul Islam, Naren Ramakrishnan
In Proceedings of the World Wide Web conference, (pp 3079–3085), 05/2019
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New! Facial Emotion Recognition with Varying Poses and/or Partial Occlusion Using Multi-stage Progressive Transfer Learning

A. Lynn Abbott
In Proceedings of the Scandinavian Conference on Image Analysis, (pp 101-112), 05/2019
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New! Spatio-Temporal Event Detection from Multiple Data Sources

Aman Ahuja, Edward Fox, Chandan Reddy
In Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining, (pp 293-305), 03/2019
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New! An Attentive Spatio-Temporal Neural Model for Successive Point of Interest Recommendation

Khoa Doan, Chandan Reddy
In Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining, (pp 346-358), 03/2019
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New! Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments

Chris Kuhlman, Madhav Marathe, Naren Ramakrishnan, Parang Saraf, Nathan Self
In Proceedings of the Winter Simulation Conference, (pp 774-785), 02/2019
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New! Identifying Distracted and Drowsy Drivers Using Naturalistic Driving Data

Sujay Yadawadkar, Brian Mayer, Sanket Lokegaonkar, Mohammad Raihanul Islam, Naren Ramakrishnan
In Proceedings of the IEEE Big Data, (pp 2019-2026), 01/2019
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New! Incorporating Prior Domain Knowledge into Deep Neural Networks

Nikhil Muralidhar, Mohammad Raihanul Islam, Manish Marwah, Naren Ramakrishnan
In Proceedings of the IEEE Big Data, (pp 36-45), 01/2019
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New! Situation-Based Interpretable Learning for Personality Prediction in Social Media

Lei Zhang, Liang Zhao, Xuchao Zhang
In Proceedings of the IEEE International Conference on Big Data, (pp 1554-1562), 01/2019
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New! DeepDiffuse: Predicting the ‘Who’ and ‘When’ in Cascades

Mohammad Raihanul Islam, Sathappan Muthiah, Bijaya Adhikari, Naren Ramakrishnan
In Proceedings of the IEEE International Conference on Data Mining, (pp 1055-1060), 12/2018
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New! Robust Regression via Online Feature Selection Under Adversarial Data Corruption

Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold Boediardjo
In Proceedings of the IEEE International Conference on Data Mining, (pp 1440-1445), 12/2018
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New! StreetNet: preference learning with convolutional neural network on urban crime perception

Kaiqun Fu, Zhiqian Chen
In Proceedings of the SIGSPATIAL International Conference on Advances in Geographic Information Systems, (pp 269-278), 11/2018
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New! Multi-Task Learning for Transit Service Disruption Detection

Taoran Ji, Kaiqun Fu, Nathan Self, Naren Ramakrishnan
In Proceedings of the IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp 634-641), 10/2018
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New! Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis

New! When do Crowds Turn Violent? Uncovering Triggers from Media

Yue Ning, Sathappan Muthiah, Naren Ramakrishnan, David Mares
In Proceedings of the Advances in Social Network Analysis and Mining, (pp 77-82), 10/2018
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New! Recurrent Spatio-Temporal Point Process for Check-in Time Prediction

Chandan Reddy
In Proceedings of the CIKM, (pp 2203–2211), 10/2018
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New! Flow of Information in Feed-Forward Denoising Neural Networks

Pejman Khadivi, Naren Ramakrishnan
In Proceedings of the IEEE Conference on Cognitive Informatics, (pp 166-173), 10/2018
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New! Learning Blind Video Temporal Consistency

In Proceedings of the European Conference on Computer Vision (ECCV), (pp 179-195), 10/2018
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New! VideoMatch: Matching Based Video Object Segmentation

In Proceedings of the European Conference on Computer Vision (ECCV), (pp 56-73), 10/2018
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New! Unsupervised Video Object Segmentation Using Motion Saliency-Guided Spatio-Temporal Propagation

In Proceedings of the European Conference on Computer Vision (ECCV), (pp 813-830), 10/2018
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New! DF-Net: Unsupervised Joint Learning of Depth and Flow Using Cross-Task Consistency

Yuliang Zou
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 38-55), 10/2018
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New! Diverse Image-to-Image Translation via Disentangled Representations

In Proceedings of the European Conference on Computer Vision (ECCV), (pp 36-52), 10/2018
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New! Semi-automated home-based therapy for the upper extremity of stroke survivors

Jinwoo Choi
In Proceedings of the PErvasive Technologies Related to Assistive Environments, (pp 249–256), 06/2018
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New! SIGNet: Scalable Embeddings for Signed Networks

Mohammad Raihanul Islam, Naren Ramakrishnan
In Proceedings of the PAKDD, (pp 157-169), 06/2018
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New! Sub2Vec: Feature Learning for Subgraphs

Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan
In Proceedings of the PAKDD, (pp 170-182), 06/2018
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New! Forecasting Gang Homicides with Multi-level Multi-task Learning

Liang Zhao, Naren Ramakrishnan
In Proceedings of the SBP-BRiMS, (pp 28-37), 06/2018
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New! Web Archiving and Digital Libraries (WADL)

Edward Fox
In Proceedings of the ACM/IEEE on Joint Conference on Digital Libraries, (pp 425-426), 05/2018
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New! Predicting system performance by interpolation using a high-dimensional delaunay triangulation

Tyler Chang, Layne T. Watson, Thomas Lux
In Proceedings of the Article No.2th Spring Simulation Multiconference, (pp 1-12), 04/2018
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New! High Performance Computing Symposium

Layne T. Watson, Masha Sosonkina
In Proceedings of the 4th Spring Simulation Multiconference, (pp ), 04/2018
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New! Predictive modeling of I/O characteristics in high performance computing systems

Thomas Lux, Layne T. Watson, Tyler Chang
In Proceedings of the Article No. 8th Proceedings of the High Performance Computing Symposium, (pp 1-12), 04/2018
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New! A Sparse Topic Model for Extracting Aspect-Specific Summaries from Online Reviews

Aman Ahuja, Chandan Reddy
In Proceedings of the World Wide Web conference, (pp 1573-1582), 04/2018
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New! Short-Text Topic Modeling via Non-negative Matrix Factorization Enriched with Local Word-Context Correlations

Tian Shi, Chandan Reddy
In Proceedings of the World Wide Web conference, (pp 1105-1114), 04/2018
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New! Modeling the conflicting demands of parallelism and Temporal/Spatial locality in affine scheduling

Chandan Reddy
In Proceedings of the International Conference on Compiler Construction, (pp 3-13), 02/2018
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New! Portable Parallel Design of Weighted Multi-Dimensional Scaling for Real-Time Data Analysis

Chris North
In Proceedings of the IEEE Conference on High Performance Computing and Communications, (pp 10-17), 02/2018
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New! In defense of low-level structural features and SVMs for facial attribute classification: Application to detection of eye state, Mouth State, and eyeglasses in the wild

Abdulaziz Abdullah Alorf, A. Lynn Abbott
In Proceedings of the IEEE International Conference on Biometrics, (pp 599-607), 02/2018
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New! TRACES: Generating Twitter stories via shared subspace and temporal smoothness

Xuchao Zhang, Zhiqian Chen, Liang Zhao, Arnold Boediardjo
In Proceedings of the IEEE International Conference on Big Data, (pp 1688-1693), 01/2018
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New! Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics

Xuchao Zhang, Liang Zhao, Zhiqian Chen, Arnold Boediardjo, Jing Dai
In Proceedings of the IEEE International Conference on Big Data, (pp 1590-1599), 01/2018
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New! Unsupervised Representation Learning by Sorting Sequences

In Proceedings of the International Conference on Computer Vision (ICCV), (pp 667-676), 12/2017
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New! Online and Distributed Robust Regressions Under Adversarial Data Corruption

Xuchao Zhang, Liang Zhao, Arnold Boediardjo
In Proceedings of the IEEE International Conference on Data Mining, (pp 625-634), 12/2017
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New! Learning to Fuse Music Genres with Generative Adversarial Dual Learning

Zhiqian Chen, Yen-Cheng Lu
In Proceedings of the IEEE International Conference on Data Mining, (pp 817-822), 12/2017
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New! Distributed Representations of Subgraphs

Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan
In Proceedings of the IEEE International Conference on Data Mining Workshops, (pp 111-117), 12/2017
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New! A Probabilistic Geographical Aspect-Opinion Model for Geo-Tagged Microblogs

Aman Ahuja, Chandan Reddy
In Proceedings of the IEEE International Conference on Data Mining, (pp 721-726), 12/2017
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New! Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

In Proceedings of the Computer Vision and Pattern Recognition, (pp 5835-5843), 11/2017
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New! Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data

Xuchao Zhang, Liang Zhao, Arnold Boediardjo, Naren Ramakrishnan
In Proceedings of the CIKM, (pp 507-516), 11/2017
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New! Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media

Rupinder Paul Khandpur, Taoran Ji, Naren Ramakrishnan
In Proceedings of the CIKM, (pp 1049-1057), 11/2017
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New! HOMER: An Interactive System for Home Based Stroke Rehabilitation

In Proceedings of the ACM SIGACCESS Conference on Computers and Accessibility, (pp 379-380), 10/2017
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New! Prediction and imputation in irregularly sampled clinical time series data using hierarchical linear dynamical models

Chandan Reddy
In Proceedings of the IEEE Engineering in Medicine and Biology Society, (pp 3660-3663), 09/2017
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New! A Gradient-based Adaptive Learning Framework for Efficient Personal Recommendation

Yue Ning, Naren Ramakrishnan
In Proceedings of the , (pp 23-31), 08/2017
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New! Modeling bike availability in a bike-sharing system using machine learning

Leanna L. House
In Proceedings of the IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, (pp 374-378), 08/2017
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New! GELL: Automatic Extraction of Epidemiological Line Lists from Open Sources

Saurav Ghosh, Prithwish Chakraborty, Bryan Lewis, John S. Brownstein, Madhav Marathe, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 1477–1485), 08/2017
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New! Classifying Short Unstructured Data Using the Apache Spark Platform

Saurabh Chakravarty, Edward Fox
In Proceedings of the Joint Conference on Digital Libraries, (pp 129-138), 07/2017
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New! Tracking Multiple Social Media for Stock Market Event Prediction

Fang Jin, Wei Wang, Prithwish Chakraborty, Nathan Self, Feng Chen, Naren Ramakrishnan
In Proceedings of the , (pp ), 07/2017
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New! ICA based single microphone Blind Speech Separation technique using non-linear estimation of speech

Chandan Reddy
In Proceedings of the IEEE (ICASSP), (pp 5570-5574), 06/2017
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New! Input Fast-Forwarding for Better Deep Learning

Ahmed Ibrahim, A. Lynn Abbott
In Proceedings of the International Conference on Image Analysis and Recognition, (pp 363-370), 06/2017
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New! Improved Face and Head Detection Based on Traditional Middle Eastern Clothing

Abdulaziz Abdullah Alorf, A. Lynn Abbott
In Proceedings of the International Conference on Image Analysis and Recognition, (pp 389-398), 06/2017
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New! Universal Skin Detection Without Color Information

A. Lynn Abbott
In Proceedings of the IEEE (WACV), (pp 20-28), 05/2017
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New! Optimal Threshold and LoG Based Feature Identification and Tracking of Bat Flapping Flight

A. Lynn Abbott, Rolf Muller
In Proceedings of the IEEE (WACV), (pp 418-426), 05/2017
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New! Assessment of Peanut Pod Maturity

A. Lynn Abbott
In Proceedings of the IEEE (WACV), (pp 688-696), 05/2017
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New! Observation-Level Interaction with Clustering and Dimension Reduction Algorithms

John Wenskovitch, Chris North
In Proceedings of the Article No.14th HILDA:Human in the Loop Data Analytics, (pp 1-6), 05/2017
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New! Scaling constituent algorithms of a trend and change detection polyalgorithm

Layne T. Watson
In Proceedings of the Article No.6th High Performance Computing Symposium, (pp 1-12), 04/2017
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New! Global deterministic and stochastic optimization in a service oriented architecture

Tyler Chang, Layne T. Watson
In Proceedings of the Article No. 7th High Performance Computing Symposium, (pp 1-12), 04/2017
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Detecting Large Reshare Cascades in Social Networks

In Proceedings of the ACM World Wide Web conference, (pp ), 04/2017
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PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering

Chandan Reddy
In Proceedings of the AAAI The AAAI conference on Artificial Intelligence, (pp ), 02/2017
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New! Determining Relative Airport Threats from News and Social Media

Rupinder Paul Khandpur, Taoran Ji, Yue Ning, Liang Zhao, Naren Ramakrishnan
In Proceedings of the Innovative Applications of Artificial Intelligence, (pp 4701-4707), 02/2017
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SnapNETS: Automatic Segmentation of Network Sequences with Node Labels

Sorour E. Amiri, Liangzhe Chen
In Proceedings of the AAAI The AAAI conference on Artificial Intelligence, (pp ), 02/2017
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New! Probabilistic Social Sequential Model for Tour Recommendation

Chandan Reddy
In Proceedings of the ACM International Conference on Web Search and Data Mining, (pp 631-640), 02/2017
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DERIV: Distributed In-Memory Brand Perception Tracking Framework

Chang-Tien Lu
In Proceedings of the IEEE IEEE International Conference on Machine Learning and Applications (ICMLA), (pp ), 12/2016
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Multi-resolution Spatial Event Forecasting in Social Media

Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In Proceedings of the IEEE IEEE International Conference on Data Mining, (pp ), 12/2016
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An Image Dataset of Text Patches in Everyday Scenes

A. Lynn Abbott
In Proceedings of the ISVC, (pp ), 12/2016
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Segmenting Sequences of Node-Labeled Graphs

Sorour E. Amiri, Liangzhe Chen
In Proceedings of the IEEE IEEE International Conference on Data Mining Workshops, (pp ), 12/2016
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Transfer learning for class imbalance problems with inadequate data

Chandan Reddy
In Proceedings of the IEEE International Conference on Data Mining, (pp ), 12/2016
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L-EnsNMF: Boosted Local Topic Discovery via Ensemble of Nonnegative Matrix Factorization

Chandan Reddy
In Proceedings of the IEEE IEEE International Conference on Data Mining, (pp ), 12/2016
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Feature Grouping Using Weighted l1 Norm for High-Dimensional Data

Chandan Reddy
In Proceedings of the IEEE IEEE International Conference on Data Mining, (pp ), 12/2016
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Predicting the shape and peak time of news article views

Yaser Keneshloo, Naren Ramakrishnan
In Proceedings of the IEEE IEEE International Conference on Big Data, (pp ), 12/2016
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Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing

Zhiqian Chen, Weisheng Zhong, Arnold Boediardjo, Chang-Tien Lu
In Proceedings of the IEEE IEEE International Conference on Big Data, (pp ), 12/2016
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URBAN-NET: A network-based infrastructure monitoring and analysis system for emergency management and public safety

Liangzhe Chen
In Proceedings of the IEEE IEEE International Conference on Big Data, (pp ), 12/2016
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Be the Data: Social Meetings with Visual Analytics

Xin Chen, Jessica Zeitz Self, Maoyuan Sun, Leanna L. House, Chris North
In Proceedings of the IEEE International Conference on Collaboration Technologies and Systems (CTS), (pp ), 10/2016
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Causality-based Sensemaking of Network Traffic for Android Application Security

Hao Zhang, Naren Ramakrishnan
In Proceedings of the ACM ACM Workshop on Artificial Intelligence and Security, (pp ), 10/2016
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A Multiple Instance Learning Framework for Identifying Key Sentences and Detecting Events

Wei Wang, Yue Ning, Naren Ramakrishnan
In Proceedings of the ACM ACM International Conference on Information Managment, (pp ), 10/2016
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Characterizing Diseases from Unstructured Text: A Vocabulary Driven Word2vec Approach

Saurav Ghosh, Prithwish Chakraborty, John S. Brownstein, Naren Ramakrishnan
In Proceedings of the ACM ACM International Conference on Information Managment, (pp ), 10/2016
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Automatical Storyline Generation with Help from Twitter

Ting Hua, Wei Wang, Chang-Tien Lu, Naren Ramakrishnan
In Proceedings of the ACM ACM International Conference on Information Managment, (pp ), 10/2016
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A Weakly Supervised Approach for Adaptive Detection of Cyberbullying Roles

In Proceedings of the ACM CIKM, (pp ), 10/2016
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Survival Analysis based Framework for Early Prediction of Student Dropouts

Chandan Reddy
In Proceedings of the ACM CIKM, (pp ), 10/2016
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CRISP: Consensus Regularized Selection based Prediction

Chandan Reddy
In Proceedings of the ACM CIKM, (pp ), 10/2016
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UPS-indel: A better approach for finding indel redundancy

Layne T. Watson
In Proceedings of the IEEE IEEE Computational Advances in Bio and Medical Sciences, (pp ), 10/2016
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Biometric authentication using photoplethysmography signals

A. Lynn Abbott
In Proceedings of the IEEE IEEE (BTAS), (pp ), 09/2016
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Reconstructing an Epidemic Over Time

Jilles Vreeken
In Proceedings of the ACM ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp ), 08/2016
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EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System

Sathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur, Parang Saraf, Nathan Self, Liang Zhao, Jose Cadena, Chang-Tien Lu, Anil Vullikanti, Achla Marathe, Kristen Summers, Graham Katz, Andy Doyle, Jaime Arredondo, Dipak Gupta, David Mares, Naren Ramakrishnan
In Proceedings of the ACM ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp ), 08/2016
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EMBERS AutoGSR: Automated Coding of Civil Unrest Events

Parang Saraf, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp ), 08/2016
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Modeling Precursors for Event Forecasting via Nested Multi-Instance Learning

Yue Ning, Sathappan Muthiah, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp ), 08/2016
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Hierarchical Incomplete Multi-source Feature Learning for Spatiotemporal Event Forecasting

Liang Zhao, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp ), 08/2016
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Leveraging Propagation for Data Mining: Models, Algorithms and Applications

Naren Ramakrishnan
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp ), 08/2016
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A Multi-Task Learning Formulation for Survival Analysis

Chandan Reddy
In Proceedings of the ACM ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp ), 08/2016
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Identifying Product Defects from User Complaints: A Probabilistic Defect Model

Edward Fox
In Proceedings of the Americas Conf. on Information Systems, (pp ), 08/2016
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Automatic Outlier Detection in Music Genre Datasets

Chang-Tien Lu
In Proceedings of the International Society for Music Information Retrieval, (pp ), 08/2016
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An Unsupervised Approach to Anomaly Detection in Music Datasets

Chang-Tien Lu
In Proceedings of the ACM ACM SIGIR conference on Research and Development in Information Retrieval, (pp ), 07/2016
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Bridging the gap between user intention and model parameters for human-in-the-loop data analytics

Jessica Zeitz Self, Radha Krishnan Vinayagam, Chris North
In Proceedings of the ACM ACM SIGMOD/PODS, (pp ), 06/2016
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Big Data Processing of School Shooting Archives

Edward Fox
In Proceedings of the ACM Joint Conference on Digital Libraries, (pp ), 06/2016
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The Use and Impact of Social Media during the 2011 Tunisian Revolution

Edward Fox
In Proceedings of the ACM DG.O, (pp ), 06/2016
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Seeing the forest for the trees: new approaches to forecasting cascades

Patrick Butler, Naren Ramakrishnan
In Proceedings of the ACM ACM Conference on Web Science, (pp ), 05/2016
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Predicting the Popularity of News Articles

Yaser Keneshloo, Naren Ramakrishnan
In Proceedings of the SIAM International Conference, (pp ), 05/2016
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Unstable Communities in Network Ensembles

In Proceedings of the SIAM International Conference, (pp ), 05/2016
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Regularized Parametric Regression for High-dimensional Survival Analysis

Chandan Reddy
In Proceedings of the SIAM International Conference on Data Mining, (pp ), 05/2016
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Regularized Weighted Linear Regression for High-dimensional Censored Data

Chandan Reddy
In Proceedings of the SIAM International Conference on Data Mining, (pp ), 05/2016
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DISTL: Distributed In-Memory Spatio-Temporal Event-based Storyline Categorization Platform in Social Media

Chang-Tien Lu
In Proceedings of the GISTAM 2016, (pp ), 04/2016
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Early-Stage Event Prediction for Longitudinal Data

Chandan Reddy
In Proceedings of the PAKDD, (pp ), 04/2016
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A multi-modal feature fusion framework for kinect-based facial expression recognition using Dual Kernel Discriminant Analysis (DKDA)

A. Lynn Abbott
In Proceedings of the IEEE IEEE (WACV), (pp ), 03/2016
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Ensemble Models for Data-driven Prediction of Malware Infections

Chanhyun Kang, V.S. Subrahmanian
In Proceedings of the ACM ACM International Conference on Web Search and Data Mining, (pp ), 02/2016
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Project Success Prediction in Crowdfunding Environments

Chandan Reddy
In Proceedings of the ACM ACM International Conference on Web Search and Data Mining, (pp ), 02/2016
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Probabilistic Group Recommendation Model for Crowdfunding Domains

Chandan Reddy
In Proceedings of the ACM ACM International Conference on Web Search and Data Mining, (pp ), 02/2016
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Inferring Multi-Dimensional Ideal Points for US Supreme Court Justices

Mohammad Raihanul Islam, K S M Tozammel Hossain, Naren Ramakrishnan
In Proceedings of the AAAI The AAAI conference on Artificial Intelligence, (pp ), 02/2016
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Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors

Feng Chen, Naren Ramakrishnan
In Proceedings of the AAAI The AAAI conference on Artificial Intelligence, (pp ), 02/2016
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Topical Analysis of Interactions Between News and Social Media

Ting Hua, Yue Ning, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In Proceedings of the AAAI The AAAI conference on Artificial Intelligence, (pp ), 02/2016
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Wikipedia in the Tourism Industry: Forecasting Demand and Modeling Usage Behavior

Pejman Khadivi, Naren Ramakrishnan
In Proceedings of the AAAI The AAAI conference on Artificial Intelligence, (pp ), 02/2016
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Dynamic theme tracking in Twitter

Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In Proceedings of the IEEE IEEE International Conference on Big Data, (pp ), 12/2015
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SimNest: Social Media Nested Epidemic Simulation via Online Semi-supervised Deep Learning

Liang Zhao, Jiangzhuo Chen, Feng Chen, Wei Wang, Chang-Tien Lu, Naren Ramakrishnan
In Proceedings of the IEEE International Conference on Data Mining, (pp 639-648), 11/2015
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Mining Unstable Communities from Network Ensembles

In Proceedings of the IEEE IEEE International Conference on Data Mining, (pp ), 11/2015
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Find the butterfly: a social media based arterial incidents detection and causality analysis system

Kaiqun Fu, Weisheng Zhong, Chang-Tien Lu, Arnold Boediardjo
In Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, (pp ), 11/2015
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Four considerations for supporting visual analysis in display ecologies

Chris North
In Proceedings of the IEEE IEE Symposium on Visual Analytics Science and Technology (VAST), (pp ), 10/2015
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Spectrum: A visual analytics tool to explore movement logs

Chris North
In Proceedings of the IEEE IEE Symposium on Visual Analytics Science and Technology (VAST), (pp ), 10/2015
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Bandlimited OLAP cubes for interactive big data visualization

Caleb Reach, Chris North
In Proceedings of the IEEE IEEE Symposium on Large Data Analysis and Visualization (LDAV), (pp ), 10/2015
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Unearthing Stealthy Program Attacks Buried in Extremely Long Execution Paths

Naren Ramakrishnan
In Proceedings of the ACM ACM SIGSAC Conference on Computer and Communications Security, (pp ), 10/2015
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Big Text Visual Analytics in Sensemaking

Lauren Bradel, Leanna L. House, Chris North
In Proceedings of the IEEE Big Data Visual Analytics (BDVA), (pp ), 09/2015
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Experiences with mining temporal event sequences from electronic medical records

Debprakash Patnaik, Patrick Butler, Naren Ramakrishnan, Laxmi Parida, Benjamin J. Keller, David A. Hanauer
In Proceedings of the SIGKDD international conference on Knowledge discovery and data mining, (pp 360-368), 09/2015
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Time series forecasting via noisy channel reversal

Pejman Khadivi, Prithwish Chakraborty, Naren Ramakrishnan
In Proceedings of the IEEE IEEE International Workshop on Machine Learning for Signal Processing (MLSP), (pp ), 09/2015
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Dynamic Poisson Autoregression for Influenza-Like-Illness Case Count Prediction

Zheng Wang, Prithwish Chakraborty, Sumiko R. Mekaru, John S. Brownstein, Jieping Ye, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp 1285--1294), 09/2015
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Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression

Marjan Momtazpour, Jinghe Zhang, Saifur Rahman, Ratnesh Sharma, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp 2009--2018), 09/2015
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Multi-Task Learning for Spatio-Temporal Event Forecasting

Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In Proceedings of the SIGKDD international conference on Knowledge discovery and data mining, (pp 1503--1512), 09/2015
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Scalable Vaccine Distribution in Large Graphs given Uncertain Data

In Proceedings of the ACM International Conference on Information Managment, (pp ), 09/2015
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Steds: Social Media Based Transportation Event Detection with Text Summarization

Kaiqun Fu, Chang-Tien Lu
In Proceedings of the IEEE IEEE International Conference on Intelligent Transportation Systems, (pp ), 09/2015
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ECG biometric authentication using a dynamical model

A. Lynn Abbott
In Proceedings of the IEEE IEEE (BTAS), (pp ), 09/2015
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Approximation Algorithms for Reducing the Spectral Radius to control Epidemic Spread

Sudip Saha, Abhijin Adiga, Anil Vullikanti
In Proceedings of the SDM, (pp ), 09/2015
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Concurrent Inference of Topic Models and Distributed Vector Representations

Parang Saraf, M. Shahriar Hossain, Naren Ramakrishnan
In Proceedings of the ECML/PKDD:Machine Learning and Knowledge Discovery in Databases, (pp ), 08/2015
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Uncovering News-Twitter Reciprocity via Interaction Patterns

Yue Ning, Sathappan Muthiah, Naren Ramakrishnan
In Proceedings of the ACM IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp ), 08/2015
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Combining Heterogeneous Data Sources for Civil Unrest Forecasting

Gizem Korkmaz, Jose Cadena, Chris Kuhlman, Achla Marathe, Anil Vullikanti, Naren Ramakrishnan
In Proceedings of the IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp ), 08/2015
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Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization

Chandan Reddy
In Proceedings of the ACM ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp ), 08/2015
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Joint Models of Disagreement and Stance in Online Debate

Lise Getoor
In Proceedings of the ACL, (pp ), 07/2015
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Paired-Dual Learning for Training Hinge-Loss MRFs with Latent Variables

Stephen H. Bach, Jordan Boyd-Graber, Lise Getoor
In Proceedings of the International Conference on Machine Learning, (pp ), 07/2015
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Big Data Text Summarization for Events: A Problem Based Learning Course

Edward Fox
In Proceedings of the ACM Joint Conference on Digital Libraries, (pp ), 06/2015
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Using Transactional Web Archives To Handle Server Errors

Edward Fox
In Proceedings of the ACM Joint Conference on Digital Libraries, (pp ), 06/2015
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Read between the lines: A Machine Learning Approach for Disambiguating the Geo-location of Tweets

Edward Fox
In Proceedings of the ACM Joint Conference on Digital Libraries, (pp ), 06/2015
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Online denoising of discrete noisy data

Pejman Khadivi, Naren Ramakrishnan
In Proceedings of the IEEE IEEE International Symposium on Information Theory (ISIT), (pp ), 06/2015
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Project Recommendation Using Heterogeneous Traits in Crowdfunding

Chandan Reddy
In Proceedings of the AAAI AAAI Conference on Web and Social Media, (pp ), 05/2015
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VT-KFER: A Kinect-based RGBD+time dataset for spontaneous and non-spontaneous facial expression recognition

A. Lynn Abbott
In Proceedings of the IEEE International Conference on Biometrics (ICB), (pp ), 05/2015
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Unifying Local Consistency Relaxations for Scalable Inference with Rounding Guarantees

Stephen H. Bach, Lise Getoor
In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS), (pp ), 05/2015
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Learning Common Sense Through Visual Abstraction

Tanmay Batra, Lawrence Zitnick
In Proceedings of the International Conference on Computer Vision (ICCV), (pp 2542-2550), 05/2015
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VQA: Visual Question Answering

In Proceedings of the International Conference on Computer Vision (ICCV), (pp ), 05/2015
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SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data Sources

Saurav Ghosh, Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Naren Ramakrishnan
In Proceedings of the SIAM International Conference, (pp ), 04/2015
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Spatiotemporal Event Forecasting in Social Media

Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan
In Proceedings of the SIAM International Conference, (pp ), 04/2015
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Approximation Algorithms for Reducing the Spectral Radius to Control Epidemic Spread

Sudip Saha, Abhijin Adiga, Anil Vullikanti
In Proceedings of the SIAM International Conference, (pp ), 04/2015
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DIFPL – Distributed Drone Flight Path Builder System

Chang-Tien Lu
In Proceedings of the GISTAM, (pp ), 04/2015
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An improved probability-one homotopy map for tracking constrained clustering solutions

Layne T. Watson, Naren Ramakrishnan
In Proceedings of the ACM Spring Simulation Multiconference, (pp ), 04/2015
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Planned Protest Modeling in News and Social Media

Sathappan Muthiah, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan
In Proceedings of the The AAAI conference on Artificial Intelligence, (pp ), 04/2015
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An improved probability-one homotopy map for tracking constrained clustering solutions

In Proceedings of the ACM Spring Simulation Multiconference, (pp ), 04/2015
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Geographical Latent Variable Models for Microblog Retrieval

Chandan Reddy
In Proceedings of the European Conference on Information Retrieval, (pp ), 03/2015
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Visualizing Traffic Causality for Analyzing Network Anomalies

Hao Zhang, Maoyuan Sun, Chris North
In Proceedings of the ACM ACM International Workshop on International Workshop on Security and Privacy Analytics, (pp ), 03/2015
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Don’t Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks

In Proceedings of the , (pp ), 02/2015
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Hidden Hazards: Finding Missing Nodes in Large Graph Epidemics

Shashidhar Sundereisan, Jilles Vreeken
In Proceedings of the SIAM International Conference, (pp ), 01/2015
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Flu Gone Viral: Syndromic Surveillance of Flu on Twitter Using Temporal Topic Models

K S M Tozammel Hossain, Patrick Butler, Naren Ramakrishnan
In Proceedings of the IEEE International Conference on Data Mining, (pp 755-760), 12/2014
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Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions

Prithwish Chakraborty, Pejman Khadivi, Bryan Lewis, Aravindan Mahendiran, Jiangzhuo Chen, Patrick Butler, Elaine O. Nsoesie, Sumiko R. Mekaru, John S. Brownstein, Madhav Marathe, Naren Ramakrishnan
In Proceedings of the SIAM International Conference on Data Mining, (pp ), 10/2014
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Beating the news’ with EMBERS: Forecasting Civil Unrest using Open Source Indicators

Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris Kuhlman, Achla Marathe, Liang Zhao, Feng Chen, Chang-Tien Lu, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares
In Proceedings of the , (pp ), 08/2014
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Modeling Mass Protest Adoption in Social Network Communities using Geometric Brownian Motion.

Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward Dougherty, Sheng Guo, Feng Chen, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 1660-1669), 08/2014
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SansText: Classifying temporal topic dynamics of Twitter cascades without tweet text

Shashidhar Sundereisan, Abhay Bhadriraju, M. Saquib Khan, Naren Ramakrishnan
In Proceedings of the IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp 649 - 656), 08/2014
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Modeling mass protest adoption in social network communities using geometric brownian motion

Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward Dougherty, Sheng Guo, Feng Chen, Naren Ramakrishnan
In Proceedings of the SIGKDD international conference on Knowledge discovery and data mining, (pp ), 08/2014
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Fast influence-based coarsening for large networks

Manish Purohit, Chanhyun Kang, V.S. Subrahmanian
In Proceedings of the SIGKDD international conference on Knowledge discovery and data mining, (pp 1296-1305), 08/2014
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Detection of stealthy malware activities with traffic causality and scalable triggering relation discovery

Hao Zhang, Naren Ramakrishnan
In Proceedings of the ACM ACM symposium on Information computer and communications security, (pp 39-50), 06/2014
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The role of interactive biclusters in sensemaking

Maoyuan Sun, Lauren Bradel, Chris North, Naren Ramakrishnan
In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (pp ), 05/2014
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How to “alternatize” a clustering algorithm

M. Shahriar Hossain, Naren Ramakrishnan, Ian Davidson, Layne T. Watson
In Proceedings of the 2nd IEEE International Conference on Data Mining, (pp 193--224), 09/2013
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Epidemiological modeling of news and rumors on Twitter

Fang Jin, Edward Dougherty, Parang Saraf, Yang Cao, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp ), 08/2013
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Hinge-Loss Markov Random Fields: Convex Inference for Structured Prediction

Stephen H. Bach, Ben London, Lise Getoor
In Proceedings of the Conference on Uncertainty in Artificial Intelligence, (pp ), 07/2013
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Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model

Danai Koutra, Vasileios Koutras, Christos Faloutsos
In Proceedings of the PAKDD, (pp 201--212), 01/2013
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The Deshredder: A Visual Analytic Approach to Deconstructing Shredded Documents

Patrick Butler, Prithwish Chakraborty, Naren Ramakrishnan
In Proceedings of the IEE Symposium on Visual Analytics Science and Technology (VAST), (pp 113-122), 10/2012
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Coordinated Clustering Algorithms to Support Charging Infrastructure Design for Electric Vehicles

Marjan Momtazpour, Patrick Butler, M. Shahriar Hossain, Mohammad C. Bozchalui, Naren Ramakrishnan, Ratnesh Sharma
In Proceedings of the ACM SIGKDD International Workshop on Urban Computing, (pp 126-133), 08/2012
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Storytelling in Entity Networks to Support Intelligence Analysts

M. Shahriar Hossain, Patrick Butler, Arnold Boediardjo, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp ), 08/2012
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Diverse M-Best Solutions in Markov Random Fields

Payman Yadollahpour, Abner Guzman-Rivera, Gregory Shakhnarovich
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 1-16), 01/2012
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Sustainable operation and management of data center chillers using temporal data mining

Debprakash Patnaik, Manish Marwah, Ratnesh Sharma, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp 1305--1314), 06/2009
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Reasoning about sets using redescription mining

Mohammed J Zaki, Naren Ramakrishnan
In Proceedings of the ACM , (pp 364--373), 08/2005
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Turning CARTwheels: an alternating algorithm for mining redescriptions

Naren Ramakrishnan, Deept Kumar, Bud Mishra, Malcolm Potts, Richard F Helm
In Proceedings of the ACM SIGKDD international conference on Knowledge discovery and data mining, (pp 266--275), 08/2004
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Controlling Propagation at Group Scale on Networks

Abhijin Adiga, Anil Vullikanti
In Proceedings of the IEEE International Conference on Data Mining, (pp ),
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Event Detection from Blogs Using Large Scale Analysis of Metaphorical Usage

David Mares, Michael Roan, Naren Ramakrishnan
In Proceedings of the Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation, (pp ),
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Book Chapters Back to Top

New! Immersive Human-Centered Computational Analytics

Chris North
In , (pp 139-163), 10/2018, Springer, Cham
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New! Interaction for Immersive Analytics

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In Interaction for Immersive Analytics, (pp 95-138), 10/2018, Springer
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CloudCV: Large Scale Distributed Computer Vision as a Cloud Service

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