Publications

Publications authored with John S. Brownstein

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! 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
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

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
Citatations: BibTeX

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
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

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
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

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
Citatations: BibTeX