Publications

Peer-reviewed Conferences

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems
Sayyed Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud, and Abhishek Dubey. IEEE Conference on Smart Computing. SmartComp 2021.

Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion
Yasas Senarath, Saideep Nannapaneni, Hemant Purohit, and Abhishek Dubey. EEE/WIC/ACM International Joint Conference On Web Intelligence And Intelligent Agent Technology. WI-IAT 2020.

Robust Spatial-Temporal Incident Prediction
Ayan Mukhopadhyay, Kai Wang, Andrew Perrault, Mykel Kochenderfer, Milind Tambe, and Yevgeniy Vorobeychik. 36th Conference on Uncertainty in Artificial Intelligence. UAI 2020.

On Algorithmic Decision Procedures in Emergency Response Systems in Smart and Connected Communities
Geoffrey Pettet, Ayan Mukhopadhyay, Mykel Kochenderfer, Yevgeniy Vorobeychik, Abhishek Dubey. The 19th Conference on Autonomous Agents and MultiAgent Systems. AAMAS 2020.

An Online Decision-Theoretic Framework for Responder Dispatch
Ayan Mukhopadhyay, Geoffrey Pettet, Chinmaya Samal, Yevgeniy Vorobeychik, Abhishek Dubey. The 10th ACM/IEEE Conference on Cyber-Physical Systems. ICCPS 2019.

Data-Driven Detection of Anomalies and Cascading Failures in Traffic Networks
Sanchita Basak, Afiya Aman, Aron Laszka, Abhishek Dubey, and Bruno Leao Proceedings of the 11th Annual Conference of the Prognostics and Health Management Society. PHM 2019.

A Decision Theoretic Framework for Emergency Responder Dispatch
Ayan Mukhopadhyay, Zilin Wang, Yevgeniy Vorobeychik. The 17th Conference on Autonomous Agents and MultiAgent Systems. AAMAS 2018.

Incident analysis and prediction using clustering and Bayesian network
Geoffrey Pettet, Saideep Nannapaneni, Benjamin Stadnick, Abhishek Dubey, and Gautam Biswas. IEEE SmartWorld, 2017

Prioritized Allocation of Emergency Responders based on a Continuous-Time Incident Prediction Model
Ayan Mukhopadhyay, Abhishek Dubey, Gautam Biswas, Yevgeniy Vorobeychik. The 16th Conference on Autonomous Agents and MultiAgent Systems. AAMAS 2017.

Optimal Allocation of Police Patrol Resources Using a Continuous-Time Crime Model
Ayan Mukhopadhyay, Chao Zhang, Yevgeniy Vorobeychik, Milind Tambe, Kenneth Pence, Paul Speer. 7th International Conference on Decision and Game Theory for Security. . GameSec 2016.

Peer-reviewed Workshops

Designing Emergency Response Pipelines : Lessons and Challenges
Ayan Mukhopadhyay, Geoffrey Pettet, Mykel Kochenderfer, Abhishek Dubey. The AAAI Fall Symposium Series Workshop on AI for Social Good. AAAI Fall Symposium Series 2020.

A Pipeline for Emergency Response
Ayan Mukhopadhyay, Yevgeniy Vorobeychik. The ICLR-19 Workshop on AI for Social Good. AISG at ICLR 2019 [BEST PAPER AWARD].

Structured Summarization of Social Web for Smart Emergency Services by Uncertain Concept Graph
H. Purohit, S. Nannapaneni, A. Dubey, P. Karuna, and G. Biswas. 2018 IEEE International Science of Smart City Operations and Platforms EngineeringSCOPE Workshop at CPS Week 2018.

Prioritized allocation of emergency responders based on a continuous-time incident prediction model
Ayan Mukhopadhyay, Zilin Wang, Yevgeniy Vorobeychik. The AAMAS-17 Workshop on Adversarial Reasoning in Multi-agent Systems ADVERSE at AAMAS 2016.

Optimal allocation of police patrol resources using a continuous-time crime model
Ayan Mukhopadhyay, Chao Zhang, Yevgeniy Vorobeychik, Milind Tambe, Kenneth Pence, Paul Speer. The AAAI 2017 Spring Symposium on AI for Social Good. AISOC at AAAI (spring) 2017.

Tool Demonstrations and Posters
Incident management and analysis dashboard for fire departments
G. Pettet, A. Mukhopadhyay, C. Samal, A. Dubey, and Y. Vorobeychik. 10th ACM/IEEE International Conference on Cyber-Physical Systems ICCPS 2019.