Publications and Patents

Pre-Prints

1. Using Deep Learning to Count Monarch Butterflies in Dense Clusters
   Shruti Patel, Amogh Kulkarni, Ayan Mukhopadhyay, Karuna Gujar, Jaap de Roode (arXiv pre-print)

Refereed Journals

1. Hierarchical Planning for Dynamic Resource Allocation in Smart and Connected Communities
   Geoffrey Pettet, Ayan Mukhopadhyay, Mykel Kochenderfer, Abhishek Dubey. ACM Transactions on Cyber Physical Systems (TCPS), 2021 (to appear)
2. A Review of Emergency Incident Prediction, Resource Allocation and Dispatch Models
   Ayan Mukhopadhyay, Geoffrey Pettet, Sayyed Mohsen Vazirizade, Di Lu, Alex Jaimes, Said El Said, Hiba Baroud, Yevgeniy Vorobeychik, Mykel Kochenderfer, Abhishek Dubey. Elsevier Journal on Accident Analysis and Prevention, 2021 (to appear).

Refereed Conferences

1. An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services
   Michael Wilbur, Salah Uddin Kadir, Youngseo Kim, Geoffrey Pettet, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey. ACM/IEEE International Conference on Cyber-Physical Systems. ICCPS 2022.
2. Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit
   Amutheezan Sivagnanam, Salah Uddin Kadir, Ayan Mukhopadhyay, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Aron Laszka. International Joint Conference on Artificial Intelligence. IJCAI 2022.
3. ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria
   Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corrine Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay. International Joint Conference on Artificial Intelligence (AI for Social Good Track). IJCAI 2022.
4. WildfireDB: An Open-Source Dataset Connecting Wildfire Spread with Relevant Determinants
   Samridhhi Singla, Ayan Mukhopadhyay, Michael Wilbur, Tina Diao, Vinayak Gajjewar, Ahmed Eldawy, Mykel Kochenderfer, Ross Shachter, Abhishek Dubey. Neural Information Processing Systems Track on Datasets and Benchmarks. NeurIPS 2021 (DB Track).
5. Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services
   Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade, Hemant Purohit, Saideep Nannapaneni, and Abhishek Dubey. International Conference on Data Mining. ICDM 2021.
6. The Raptor Join Operator for Processing Big Raster + Vector Data
   Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, and Elia Scudiero. ACM International Conference on Advances in Geographic Information Systems. ACM SIGSPATIAL 2021.
7. 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.
8. Energy and Emission Prediction for Mixed-Vehicle Transit Fleets Using Multi-Task and Inductive Transfer Learning
   Michael Wilbur, Ayan Mukhopadhyay, Sayyed Vazirizade, Philip Pugliese, Aron Laszka, and Abhishek Dubey. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML-PKDD 2021.
9. Hierarchical Planning for Resource Allocation in Emergency Response Systems
   Geoffrey Pettet, Ayan Mukhopadhyay, Mykel Kochenderfer, Abhishek Dubey. 12th ACM/IEEE International Conference on Cyber-Physical Systems. ICCPS 2021 [One of the best papers, invited to TCPS special issue].
10. Experimental Study of Big Raster and Vector Database Systems
    Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero. 37th IEEE International Conference on Data Engineering. ICDE 2021.
11. 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.
12. 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.
13. 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.
14. 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.
15. Incident Prediction and Response Optimization
    Ayan Mukhopadhyay. The 17th Conference on Autonomous Agents and MultiAgent Systems (Doctoral Consortium). AAMAS 2018.
16. 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.
17. 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.
18. Using abstractions to solve opportunistic crime security games at scale
    Chao Zhang, Victor Bucarey, Ayan Mukhopadhyay, Arunesh Sinha, Yundi Qian, Yevgeniy Vorobeychik, Milind Tambe. The 15th Conference on Autonomous Agents and MultiAgent Systems. AAMAS 2016.

Refereed Workshops

1. WildfireDB: A Spatio-Temporal Dataset Combining Wildfire Occurrence with Relevant Covariates
   Samriddhi Singla, Tina Diao, Ayan Mukhopadhyay, Ahmed Eldawy, Ross Shachter, Mykel Kochenderfer. AI for Earth Sciencis Workshop at NeurIPS 2020. AIES at NeurIPS 2020 [Spotlight Talk].
2. Uncertainty Aware Wildfire Management
   Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross Shachter, Mykel Kochenderfer. The AAAI Fall Symposium Series Workshop on AI for Social Good. AAAI-FSS AISG 2020.
3. 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-FSS AISG 2020.
4. 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].
5. 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.
6. 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.

Patents

1. Forecasting Energy Consumption in a Mixed Transit Fleet
   Abhishek Dubey, Michael Wilbur, Ayan Mukhopadhyay, Aron Laszka. USA Provisional Patent Application, 2021.
2. A Security Device
   Ayan Mukhopadhyay, Suman Tiwari, Harinandan Tunga. Reference: E-2/2217/2013-KOL, Application: 616/KOL/2012. (Publication and Patent Pending)
3. Hybrid Car Power Transition Mechanism
   Ankit Narsaria, Ayan Mukhopadhyay, Suman Tiwari. Official Journal Of The Patent Office, Government of India, Issue No. 31/2012. (PatentPending)