Publications

Publications authored with Feng Chen

New! Framing Algorithmic Recourse for Anomaly Detection

Debanjan Datta, Feng Chen, Naren Ramakrishnan
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 283-293), 08/2022
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! 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! Detecting Media Self-Censorship without Explicit Training Data

Rongrong Tao, Feng Chen, David Mares, Patrick Butler, Naren Ramakrishnan
In Proceedings of the SIAM International Conference on Data Mining, (pp 550-558),
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
Citatations: BibTeX

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
Citatations: BibTeX

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
Citatations: BibTeX

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
Citatations: BibTeX

New! Preface: special issue on geo-social media analytics

Feng Chen, Arnold Boediardjo
In GeoInformatica, 22 : 503–506, 06/2018
Citatations: BibTeX

New! Water Disaggregation via Shape Features based Bayesian Discriminative Sparse Coding

Bingsheng Wang, Xuchao Zhang, Feng Chen
In Cornell University, : ,
Citatations: BibTeX

New! Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator

Zhiqian Chen, Feng Chen, Xuchao Zhang
In Cornell University, : , 08/2018
Citatations: BibTeX

New! Nearest Neighbor Query

Feng Chen
In Springer Encyclopedia of GIS, : 1433-1440, 05/2017
Citatations: BibTeX

New! Absenteeism Detection in Social Media

Fang Jin, Feng Chen, Rupinder Paul Khandpur, Naren Ramakrishnan
In Proceedings of the SIAM International Conference on Data Mining, (pp 606-614),
Citatations: BibTeX

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
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! 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! 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
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

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

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

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
Citatations: BibTeX

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
Citatations: BibTeX

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
Citatations: BibTeX

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
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

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

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

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

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
Citatations: BibTeX

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
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

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
Citatations: BibTeX

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
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

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
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

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
Citatations: BibTeX

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
Citatations: BibTeX