Sumiko R. Mekaru

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 5

Top Topics

Disease Outbreaks

Multiple Data Sources

Top Venues

Ann. Oper. Res.

Stat. Anal. Data Min.

Publications

Shannon Fast, Louis Kim, Emily Cohn, Sumiko R. Mekaru, John S. Brownstein, Natasha Markuzon
Predicting social response to infectious disease outbreaks from internet-based news streams. Ann. Oper. Res. 263 (1-2) (2018)
Theodoros Rekatsinas, Saurav Ghosh, Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Naren Ramakrishnan
Forecasting rare disease outbreaks from open source indicators. Stat. Anal. Data Min. 10 (2) (2017)
Saurav Ghosh, Prithwish Chakraborty, Elaine O. Nsoesie, Emily Cohn, Sumiko R. Mekaru, John S. Brownstein, Naren Ramakrishnan
Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks. CoRR (2016)
Zheng Wang, Prithwish Chakraborty, Sumiko R. Mekaru, John S. Brownstein, Jieping Ye, Naren Ramakrishnan
Dynamic Poisson Autoregression for Influenza-Like-Illness Case Count Prediction. KDD (2015)
Theodoros Rekatsinas, Saurav Ghosh, Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Naren Ramakrishnan
SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data Sources. SDM (2015)
Prithwish Chakraborty, Pejman Khadivi, Bryan L. Lewis, Aravindan Mahendiran, Jiangzhuo Chen, Patrick Butler, Elaine O. Nsoesie, Sumiko R. Mekaru, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan
Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions. SDM (2014)