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2020 – today
- 2024
[c27]Zakaria Mehrab, Logan Stundal, Srinivasan Venkatramanan, Samarth Swarup, Bryan Leroy Lewis, Henning S. Mortveit, Christopher L. Barrett, Abhishek Pandey, Chad R. Wells, Alison P. Galvani, Burton H. Singer, Seyed M. Moghadas, David Leblang, Rita R. Colwell, Madhav V. Marathe:
A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration. AAAI 2024: 23027-23033- 2023
- [j10]Parantapa Bhattacharya
, Jiangzhuo Chen, Stefan Hoops, Dustin Machi, Bryan L. Lewis, Srinivasan Venkatramanan, Mandy L. Wilson, Brian Klahn, Aniruddha Adiga, Benjamin Hurt, Joseph Outten, Abhijin Adiga, Andrew S. Warren, Young Yun Baek, Przemyslaw J. Porebski, Achla Marathe, Dawen Xie, Samarth Swarup, Anil Vullikanti, Henning S. Mortveit, Stephen G. Eubank, Christopher L. Barrett, Madhav Vinayak Marathe:
Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support. Int. J. High Perform. Comput. Appl. 37(1): 4-27 (2023) - [c26]Aniruddha Adiga, Gursharn Kaur, Lijing Wang, Benjamin Hurt, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Bryan L. Lewis, Madhav V. Marathe:
Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts. AAAI 2023: 15647-15653 - 2022
- [c25]Zakaria Mehrab, Mandy L. Wilson, Serina Chang, Galen Harrison, Bryan L. Lewis, Alex Telionis, Justin Crow, Dennis Kim, Scott Spillmann, Kate Peters, Jure Leskovec, Madhav V. Marathe:
Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites. AAAI 2022: 12573-12579 - [c24]Aniruddha Adiga, Gursharn Kaur, Benjamin Hurt, Lijing Wang, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Bryan L. Lewis, Madhav V. Marathe:
Enhancing COVID-19 Ensemble Forecasting Model Performance Using Auxiliary Data Sources. IEEE Big Data 2022: 1594-1603 - [c23]Jiangzhuo Chen, Stefan Hoops, Achla Marathe, Henning S. Mortveit, Bryan L. Lewis, Srinivasan Venkatramanan, Arash Haddadan, Parantapa Bhattacharya, Abhijin Adiga, Anil Vullikanti, Aravind Srinivasan, Mandy L. Wilson, Gal Ehrlich, Maier Fenster, Stephen G. Eubank, Christopher L. Barrett, Madhav V. Marathe:
Effective Social Network-Based Allocation of COVID-19 Vaccines. KDD 2022: 4675-4683 - 2021
- [j9]Asma Azizi Boroojeni, Zhuolin Qu, Bryan L. Lewis, James Mac Hyman:
Generating a heterosexual bipartite network embedded in social network. Appl. Netw. Sci. 6(1): 30 (2021) - [c22]Parantapa Bhattacharya, Dustin Machi, Jiangzhuo Chen, Stefan Hoops, Bryan L. Lewis, Henning S. Mortveit, Srinivasan Venkatramanan, Mandy L. Wilson, Achla Marathe, Przemyslaw J. Porebski, Brian Klahn, Joseph Outten, Anil Vullikanti, Dawen Xie, Abhijin Adiga, Shawn Brown, Christopher L. Barrett, Madhav V. Marathe:
AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US. IEEE BigData 2021: 1566-1574 - [c21]Dustin Machi, Parantapa Bhattacharya, Stefan Hoops, Jiangzhuo Chen, Henning S. Mortveit, Srinivasan Venkatramanan, Bryan L. Lewis, Mandy L. Wilson, Arindam Fadikar, Tom Maiden, Christopher L. Barrett, Madhav V. Marathe:
Scalable Epidemiological Workflows to Support COVID-19 Planning and Response. IPDPS 2021: 639-650 - [c20]Aniruddha Adiga, Lijing Wang, Benjamin Hurt, Akhil Sai Peddireddy, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Bryan Leroy Lewis, Madhav V. Marathe:
All Models Are Useful: Bayesian Ensembling for Robust High Resolution COVID-19 Forecasting. KDD 2021: 2505-2513 - [c19]Serina Chang, Mandy L. Wilson, Bryan L. Lewis, Zakaria Mehrab, Komal K. Dudakiya, Emma Pierson, Pang Wei Koh, Jaline Gerardin, Beth Redbird, David Grusky, Madhav V. Marathe, Jure Leskovec:
Supporting COVID-19 Policy Response with Large-scale Mobility-based Modeling. KDD 2021: 2632-2642 - [c18]Stefan Hoops, Jiangzhuo Chen, Abhijin Adiga, Bryan L. Lewis, Henning S. Mortveit, Hannah Baek, Mandy L. Wilson, Dawen Xie, Samarth Swarup, Srinivasan Venkatramanan, Justin Crow, Elena Diskin, Seth Levine, Helen Tazelaar, Brooke Rossheim, Chris Ghaemmaghami, Rebecca Early, Chris Barrett, Madhav V. Marathe, Carter Price:
High Performance Agent-Based Modeling to Study Realistic Contact Tracing Protocols. WSC 2021: 1-12 - 2020
- [c17]Lijing Wang, Aniruddha Adiga, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe:
Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting. IEEE BigData 2020: 3846-3855 - [i6]Asma Azizi Boroojeni, Zhuolin Qu, Bryan L. Lewis, James Mac Hyman:
Generating a Heterosexual Bipartite Network Embedded in Social Network. CoRR abs/2008.03167 (2020) - [i5]Aniruddha Adiga, Devdatt P. Dubhashi, Bryan L. Lewis, Madhav V. Marathe, Srinivasan Venkatramanan, Anil Vullikanti:
Models for COVID-19 Pandemic: A Comparative Analysis. CoRR abs/2009.10014 (2020) - [i4]Lijing Wang, Aniruddha Adiga, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe:
Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting. CoRR abs/2010.14491 (2020)
2010 – 2019
- 2019
- [j8]Bijaya Adhikari, Bryan L. Lewis, Anil Vullikanti, José M. Jiménez, B. Aditya Prakash:
Fast and near-optimal monitoring for healthcare acquired infection outbreaks. PLoS Comput. Biol. 15(9) (2019) - [j7]Srinivasan Venkatramanan, Jiangzhuo Chen, Arindam Fadikar, Sandeep Gupta, Dave Higdon, Bryan L. Lewis, Madhav V. Marathe, Henning S. Mortveit, Anil Vullikanti:
Optimizing spatial allocation of seasonal influenza vaccine under temporal constraints. PLoS Comput. Biol. 15(9) (2019) - 2018
- [j6]Swapna Thorve, Mandy L. Wilson, Bryan L. Lewis, Samarth Swarup, Anil Kumar S. Vullikanti, Madhav V. Marathe:
EpiViewer: an epidemiological application for exploring time series data. BMC Bioinform. 19(1): 449:1-449:10 (2018) - [j5]Bianica Pires, Gizem Korkmaz, Katherine B. Ensor, David Higdon, Sallie Keller, Bryan L. Lewis, Aaron D. Schroeder:
Estimating individualized exposure impacts from ambient ozone levels: A synthetic information approach. Environ. Model. Softw. 103: 146-157 (2018) - [j4]Arindam Fadikar, Dave Higdon, Jiangzhuo Chen, Bryan L. Lewis, Srinivasan Venkatramanan, Madhav V. Marathe:
Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation. SIAM/ASA J. Uncertain. Quantification 6(4): 1685-1706 (2018) - [j3]Prithwish Chakraborty, Bryan L. Lewis, Stephen G. Eubank, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan:
What to know before forecasting the flu. PLoS Comput. Biol. 14(10) (2018) - 2017
- [j2]Nargesalsadat Dorratoltaj, Achla Marathe, Bryan L. Lewis, Samarth Swarup, Stephen G. Eubank, Kaja M. Abbas:
Epidemiological and economic impact of pandemic influenza in Chicago: Priorities for vaccine interventions. PLoS Comput. Biol. 13(6) (2017) - [c16]Farzaneh Tabataba, Bryan L. Lewis, Milad Hosseinipour, Foroogh S. Tabataba, Srinivasan Venkatramanan, Jiangzhuo Chen, Dave Higdon, Madhav V. Marathe:
Epidemic Forecasting Framework Combining Agent-Based Models and Smart Beam Particle Filtering. ICDM 2017: 1099-1104 - [c15]Srinivasan Venkatramanan, Jiangzhuo Chen, Sandeep Gupta, Bryan L. Lewis, Madhav V. Marathe, Henning S. Mortveit, Anil Vullikanti:
Spatio-Temporal Optimization of Seasonal Vaccination Using a Metapopulation Model of Influenza. ICHI 2017: 134-143 - [c14]Saurav Ghosh, Prithwish Chakraborty, Bryan L. Lewis, Maimuna S. Majumder, Emily Cohn, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan:
GELL: Automatic Extraction of Epidemiological Line Lists from Open Sources. KDD 2017: 1477-1485 - [c13]Chris J. Kuhlman, Yihui Ren, Bryan L. Lewis, James Schlitt:
Hybrid Agent-based modeling of Zika in the united states. WSC 2017: 1085-1096 - [r2]Christopher L. Barrett, Stephen G. Eubank, Bryan L. Lewis, Madhav V. Marathe:
Pandemics, Detection and Management. Encyclopedia of GIS 2017: 1547-1553 - [i3]Saurav Ghosh, Prithwish Chakraborty, Bryan L. Lewis, Maimuna S. Majumder, Emily Cohn, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan:
Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open Sources. CoRR abs/1702.06663 (2017) - [i2]Farzaneh Sadat Tabataba, Prithwish Chakraborty, Naren Ramakrishnan, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe:
A Framework for Evaluating Epidemic Forecasts. CoRR abs/1703.09828 (2017) - 2016
- [c12]Keith Bissett, Jose Cadena, Maleq Khan, Chris J. Kuhlman, Bryan L. Lewis, Pyrros A. Telionis:
An integrated agent-based approach for modeling disease spread in large populations to support health informatics. BHI 2016: 629-632 - 2015
- [c11]Suruchi Deodhar, Jiangzhuo Chen, Mandy L. Wilson, Manikandan Soundarapandian, Keith R. Bisset, Bryan L. Lewis, Christopher L. Barrett, Madhav V. Marathe:
Flu Caster: A Pervasive Web Application for High Resolution Situation Assessment and Forecasting of Flu Outbreaks. ICHI 2015: 105-114 - 2014
- [c10]Richard J. Beckman, Keith R. Bisset, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe, Paula Elaine Stretz:
ISIS: a networked-epidemiology based pervasive web app for infectious disease pandemic planning and response. KDD 2014: 1847-1856 - [c9]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: 262-270 - [i1]Caitlin M. Rivers, Bryan L. Lewis:
Ethical research standards in a world of big data. F1000Research 3: 38 (2014) - 2013
- [j1]Bryan L. Lewis, Stephen G. Eubank, Allyson M. Abrams, Ken P. Kleinman:
In silico surveillance: evaluating outbreak detection with simulation models. BMC Medical Informatics Decis. Mak. 13: 12 (2013) - [c8]Nidhi Parikh, Samarth Swarup, Paula Elaine Stretz, Caitlin M. Rivers, Bryan L. Lewis, Madhav V. Marathe, Stephen G. Eubank, Christopher L. Barrett, Kristian Lum, Youngyun Chungbaek:
Modeling human behavior in the aftermath of a hypothetical improvised nuclear detonation. AAMAS 2013: 949-956 - [c7]Christopher L. Barrett, Keith R. Bisset, Jiangzhuo Chen, Stephen G. Eubank, Bryan L. Lewis, V. S. Anil Kumar, Madhav V. Marathe, Henning S. Mortveit:
Interactions among human behavior, social networks, and societal infrastructures: A Case Study in Computational Epidemiology. Fundamental Problems in Computing 2013: 477-507 - [c6]Christopher L. Barrett, Keith R. Bisset, Shridhar Chandan, Jiangzhuo Chen, Youngyun Chungbaek, Stephen G. Eubank, C. Yaman Evrenosoglu, Bryan L. Lewis, Kristian Lum, Achla Marathe, Madhav V. Marathe, Henning S. Mortveit, Nidhi Parikh, Arun G. Phadke, Jeffrey H. Reed, Caitlin M. Rivers, Sudip Saha, Paula Elaine Stretz, Samarth Swarup, James S. Thorp, Anil Vullikanti, Dawen Xie:
Planning and response in the aftermath of a large crisis: An agent-based informatics framework. WSC 2013: 1515-1526 - 2012
- [c5]José M. Jiménez, Bryan L. Lewis, Stephen G. Eubank:
Hospitals as Complex Social Systems: Agent-Based Simulations of Hospital-Acquired Infections. Complex 2012: 165-178 - [c4]Christopher L. Barrett, Richard J. Beckman, Keith R. Bisset, Jiangzhuo Chen, Thomas M. DuBois, Stephen G. Eubank, V. S. Anil Kumar, Bryan L. Lewis, Madhav V. Marathe, Aravind Srinivasan, Paula Elaine Stretz:
Optimizing epidemic protection for socially essential workers. IHI 2012: 31-40 - 2010
- [c3]Chris J. Kuhlman, Bryan L. Lewis, Richard J. Beckman, Stephen G. Eubank, Tridib Dutta:
Clustering method incorporating network topology and dynamics. SpringSim 2010: 14
2000 – 2009
- 2009
- [c2]Andrea Apolloni, Karthik Channakeshava, Lisa Durbeck, Maleq Khan, Chris J. Kuhlman, Bryan L. Lewis, Samarth Swarup:
A Study of Information Diffusion over a Realistic Social Network Model. CSE (4) 2009: 675-682 - [c1]Christopher L. Barrett, Richard J. Beckman, Maleq Khan, V. S. Anil Kumar, Madhav V. Marathe, Paula Elaine Stretz, Tridib Dutta, Bryan L. Lewis:
Generation and Analysis of Large Synthetic Social Contact Networks. WSC 2009: 1003-1014 - 2008
- [r1]Christopher L. Barrett, Stephen G. Eubank, Bryan L. Lewis, Madhav V. Marathe:
Pandemics, Detection and Management. Encyclopedia of GIS 2008: 839-843
Coauthor Index
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