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ORCIDAyan Mukhopadhyay
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2020 – today
- 2024
[j2]Yasas Senarath
, Ayan Mukhopadhyay, Hemant Purohit, Abhishek Dubey:
Designing a Human-centered AI Tool for Proactive Incident Detection Using Crowdsourced Data Sources to Support Emergency Response. Digit. Gov. Res. Pract. 5(1): 9:1-9:19 (2024)- [c40]Opadele Kehinde, Ruth Abdul, Bose Afolabi, Parminder Vir, Corinne Namblard, Ayan Mukhopadhyay, Abiodun Adereni:
Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria. AAAI 2024: 22185-22192 - [c39]Chaeeun Han, Jose Paolo Talusan, Daniel Freudberg, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka:
Forecasting and Mitigating Disruptions in Public Bus Transit Services. AAMAS 2024: 798-806 - [c38]Baiting Luo, Yunuo Zhang, Abhishek Dubey, Ayan Mukhopadhyay:
Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes. AAMAS 2024: 1301-1309 - [c37]Ava Pettet, Yunuo Zhang, Baiting Luo, Kyle Hollins Wray, Hendrik Baier, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay:
Decision Making in Non-Stationary Environments with Policy-Augmented Search. AAMAS 2024: 2417-2419 - [c36]Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma:
Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic. ECAI 2024: 4068-4075 - [c35]Jose Paolo Talusan, Chaeeun Han, Ayan Mukhopadhyay, Aron Laszka, Daniel Freudberg, Abhishek Dubey:
An Online Approach to Solving Public Transit Stationing and Dispatch Problem. ICCPS 2024: 157-168 - [c34]Amutheezan Sivagnanam, Ava Pettet, Hunter Lee, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka:
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing. ICML 2024 - [c33]Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseo Kim, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Ayan Mukhopadhyay, Abhishek Dubey:
Deploying Mobility-On-Demand for All by Optimizing Paratransit Services. IJCAI 2024: 7430-7437 - [c32]Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseo Kim, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey:
SmartTransit.AI: A Dynamic Paratransit and Microtransit Application. IJCAI 2024: 8767-8770 - [c31]Samir Gupta, Agrima Khanna, Jose Paolo Talusan, Anwar Said, Daniel Freudberg, Ayan Mukhopadhyay, Abhishek Dubey:
A Graph Neural Network Framework for Imbalanced Bus Ridership Forecasting. SMARTCOMP 2024: 14-21 - [c30]Jose Paolo Talusan, Rishav Sen, Ava Pettet, Aaron Kandel, Yoshinori Suzue, Liam Pedersen, Ayan Mukhopadhyay, Abhishek Dubey:
OPTIMUS: Discrete Event Simulator for Vehicle-to-Building Charging Optimization. SMARTCOMP 2024: 223-230 - [i28]Baiting Luo, Yunuo Zhang, Abhishek Dubey, Ayan Mukhopadhyay:
Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes. CoRR abs/2401.01841 (2024) - [i27]Ava Pettet, Yunuo Zhang, Baiting Luo, Kyle Hollins Wray, Hendrik Baier, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay:
Decision Making in Non-Stationary Environments with Policy-Augmented Search. CoRR abs/2401.03197 (2024) - [i26]Opadele Kehinde, Ruth Abdul, Bose Afolabi, Parminder Vir, Corinne Namblard, Ayan Mukhopadhyay, Abiodun Adereni:
Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria. CoRR abs/2402.00017 (2024) - [i25]Jose Paolo Talusan, Chaeeun Han, Ayan Mukhopadhyay, Aron Laszka, Daniel Freudberg, Abhishek Dubey:
An Online Approach to Solving Public Transit Stationing and Dispatch Problem. CoRR abs/2403.03339 (2024) - [i24]Chaeeun Han, Jose Paolo Talusan, Daniel Freudberg, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka:
Forecasting and Mitigating Disruptions in Public Bus Transit Services. CoRR abs/2403.04072 (2024) - [i23]Amutheezan Sivagnanam, Ava Pettet, Hunter Lee, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka:
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing. CoRR abs/2405.13205 (2024) - [i22]Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma:
Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic. CoRR abs/2407.10820 (2024) - 2023
- [c29]Baiting Luo, Shreyas Ramakrishna, Ava Pettet, Christopher B. Kuhn, Gabor Karsai, Ayan Mukhopadhyay:
Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems. ICCPS 2023: 177-186 - [c28]Yiqi Zhao, Ziyan An, Xuqing Gao, Ayan Mukhopadhyay, Meiyi Ma:
Fairguard: Harness Logic-based Fairness Rules in Smart Cities. IoTDI 2023: 105-116 - [c27]Amulya Yadav, Aparna Taneja, Ayan Mukhopadhyay, Serina Chang:
KDD 2023 International Workshop on Data Science for Social Good (DSSG-23). KDD 2023: 5895-5896 - [c26]Ammar Bin Zulqarnain, Samir Gupta, Jose Paolo Talusan, Daniel Freudberg, Philip Pugliese, Ayan Mukhopadhyay, Abhishek Dubey:
Addressing APC Data Sparsity in Predicting Occupancy and Delay of Transit Buses: A Multitask Learning Approach. SMARTCOMP 2023: 17-24 - [c25]Jacob Buckelew, Sagnik Basumallik, Vasavi Sivaramakrishnan, Ayan Mukhopadhyay, Anurag K. Srivastava, Abhishek Dubey:
Synchrophasor Data Event Detection using Unsupervised Wavelet Convolutional Autoencoders. SMARTCOMP 2023: 326-331 - [i21]Baiting Luo, Shreyas Ramakrishna, Ava Pettet, Christopher B. Kuhn, Gabor Karsai, Ayan Mukhopadhyay:
Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems. CoRR abs/2302.09750 (2023) - [i20]Yiqi Zhao, Ziyan An, Xuqing Gao, Ayan Mukhopadhyay, Meiyi Ma:
Fairguard: Harness Logic-based Fairness Rules in Smart Cities. CoRR abs/2302.11137 (2023) - [i19]Ayan Mukhopadhyay:
Artificial Intelligence for Emergency Response. CoRR abs/2306.10068 (2023) - [i18]Afiya Ayman, Ayan Mukhopadhyay, Aron Laszka:
Task Grouping for Automated Multi-Task Machine Learning via Task Affinity Prediction. CoRR abs/2310.16241 (2023) - 2022
- [j1]Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Abhishek Dubey:
Hierarchical Planning for Dynamic Resource Allocation in Smart and Connected Communities. ACM Trans. Cyber Phys. Syst. 6(4): 32:1-32:26 (2022) - [c24]Jose Paolo Talusan, Ayan Mukhopadhyay, Daniel Freudberg, Abhishek Dubey:
On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data. IEEE Big Data 2022: 5598-5606 - [c23]Scott Eisele, Michael Wilbur, Taha Eghtesad, Kevin Silvergold, Fred Eisele, Ayan Mukhopadhyay, Aron Laszka, Abhishek Dubey:
Decentralized Computation Market for Stream Processing Applications. IC2E 2022: 36-46 - [c22]Michael Wilbur, Salah Uddin Kadir, Youngseo Kim, Geoffrey Pettet, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey:
An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services. ICCPS 2022: 147-158 - [c21]Amutheezan Sivagnanam, Salah Uddin Kadir, Ayan Mukhopadhyay, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Aron Laszka:
Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit. IJCAI 2022: 3933-3939 - [c20]Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay:
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria. IJCAI 2022: 5129-5135 - [c19]Zhuangwei Kang, Ayan Mukhopadhyay, Aniruddha Gokhale, Shi-Jie Wen, Abhishek Dubey:
Traffic Anomaly Detection Via Conditional Normalizing Flow. ITSC 2022: 2563-2570 - [i17]Geoffrey Pettet, Hunter Baxter, Sayyed Mohsen Vazirizade, Hemant Purohit, Meiyi Ma, Ayan Mukhopadhyay, Abhishek Dubey:
Designing Decision Support Systems for Emergency Response: Challenges and Opportunities. CoRR abs/2202.11268 (2022) - [i16]Geoffrey Pettet, Ayan Mukhopadhyay, Abhishek Dubey:
Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search. CoRR abs/2202.13003 (2022) - [i15]Michael Wilbur, Salah Uddin Kadir, Youngseo Kim, Geoffrey Pettet, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey:
An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services. CoRR abs/2203.15127 (2022) - [i14]Amutheezan Sivagnanam, Salah Uddin Kadir, Ayan Mukhopadhyay, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Aron Laszka:
Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit. CoRR abs/2204.11992 (2022) - [i13]Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay:
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria. CoRR abs/2204.13663 (2022) - [i12]Zhuangwei Kang, Ayan Mukhopadhyay, Aniruddha Gokhale, Shi-Jie Wen, Abhishek Dubey:
Generative Anomaly Detection for Time Series Datasets. CoRR abs/2206.14597 (2022) - [i11]Jose Paolo Talusan, Ayan Mukhopadhyay, Daniel Freudberg, Abhishek Dubey:
On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data. CoRR abs/2210.04989 (2022) - [i10]Sophie Pavia, Juan Carlos Martínez Mori, Aryaman Sharma, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Ayan Mukhopadhyay:
Designing Equitable Transit Networks. CoRR abs/2212.12007 (2022) - 2021
- [c18]Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero:
The Raptor Join Operator for Processing Big Raster + Vector Data. SIGSPATIAL/GIS 2021: 324-335 - [c17]Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Abhishek Dubey:
Hierarchical planning for resource allocation in emergency response systems. ICCPS 2021: 155-166 - [c16]Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero:
Experimental Study of Big Raster and Vector Database Systems. ICDE 2021: 2243-2248 - [c15]Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade, Hemant Purohit, Saideep Nannapaneni, Abhishek Dubey:
Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services. ICDM 2021: 1318-1323 - [c14]Samriddhi Singla, Ayan Mukhopadhyay, Michael Wilbur, Tina Diao, Vinayak Gajjewar, Ahmed Eldawy, Mykel J. Kochenderfer, Ross D. Shachter, Abhishek Dubey:
WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants. NeurIPS Datasets and Benchmarks 2021 - [c13]Michael Wilbur, Ayan Mukhopadhyay, Sayyed Vazirizade, Philip Pugliese, Aron Laszka, Abhishek Dubey:
Energy and Emission Prediction for Mixed-Vehicle Transit Fleets Using Multi-task and Inductive Transfer Learning. ECML/PKDD (4) 2021: 502-517 - [c12]Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud, Abhishek Dubey:
Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response. SMARTCOMP 2021: 424-429 - [i9]Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud, Abhishek Dubey:
Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems. CoRR abs/2106.08307 (2021) - [i8]Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Abhishek Dubey:
Hierarchical Planning for Dynamic Resource Allocation in Smart and Connected Communities. CoRR abs/2107.01292 (2021) - [i7]Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade, Hemant Purohit, Saideep Nannapaneni, Abhishek Dubey:
Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services. CoRR abs/2112.02012 (2021) - 2020
- [c11]Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross D. Shachter, Mykel J. Kochenderfer:
Uncertainty Aware Wildfire Management. AI4SG@AAAI Fall Symposium 2020 - [c10]Ayan Mukhopadhyay, Geoffrey Pettet, Mykel J. Kochenderfer, Abhishek Dubey:
Designing Emergency Response Pipelines : Lessons and Challenges. AI4SG@AAAI Fall Symposium 2020 - [c9]Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Yevgeniy Vorobeychik, Abhishek Dubey:
On Algorithmic Decision Procedures in Emergency Response Systems in Smart and Connected Communities. AAMAS 2020: 1046-1054 - [c8]Ayan Mukhopadhyay, Kai Wang, Andrew Perrault, Mykel J. Kochenderfer, Milind Tambe, Yevgeniy Vorobeychik:
Robust Spatial-Temporal Incident Prediction. UAI 2020: 360-369 - [i6]Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Yevgeniy Vorobeychik, Abhishek Dubey:
On Algorithmic Decision Procedures in Emergency Response Systems in Smart and Connected Communities. CoRR abs/2001.07362 (2020) - [i5]Ayan Mukhopadhyay, Geoffrey Pettet, Sayyed Vazirizade, Yevgeniy Vorobeychik, Mykel J. Kochenderfer, Abhishek Dubey:
A Review of Emergency Incident Prediction, Resource Allocation and Dispatch Models. CoRR abs/2006.04200 (2020) - [i4]Ayan Mukhopadhyay, Geoffrey Pettet, Mykel J. Kochenderfer, Abhishek Dubey:
Designing Emergency Response Pipelines : Lessons and Challenges. CoRR abs/2010.07504 (2020) - [i3]Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross D. Shachter, Mykel J. Kochenderfer:
Uncertainty Aware Wildfire Management. CoRR abs/2010.07915 (2020) - [i2]Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Abhishek Dubey:
Hierarchical Planning for Resource Allocation in Emergency Response Systems. CoRR abs/2012.13300 (2020)
2010 – 2019
- 2019
- [b1]Ayan Mukhopadhyay:
Robust Incident Prediction, Resource Allocation and Dynamic Dispatch. Vanderbilt University, Nashville, Tennessee, USA, 2019 - [c7]Ayan Mukhopadhyay, Geoffrey Pettet, Chinmaya Samal, Abhishek Dubey, Yevgeniy Vorobeychik:
An online decision-theoretic pipeline for responder dispatch. ICCPS 2019: 185-196 - [c6]Geoffrey Pettet, Ayan Mukhopadhyay, Chinmaya Samal, Abhishek Dubey, Yevgeniy Vorobeychik:
Incident management and analysis dashboard for fire departments: ICCPS demo. ICCPS 2019: 336-337 - [i1]Ayan Mukhopadhyay, Geoffrey Pettet, Chinmaya Samal, Abhishek Dubey, Yevgeniy Vorobeychik:
An Online Decision-Theoretic Pipeline for Responder Dispatch. CoRR abs/1902.08274 (2019) - 2018
- [c5]Ayan Mukhopadhyay, Zilin Wang, Yevgeniy Vorobeychik:
A Decision Theoretic Framework for Emergency Responder Dispatch. AAMAS 2018: 588-596 - [c4]Ayan Mukhopadhyay:
Incident Prediction and Response Optimization. AAMAS 2018: 1758-1760 - 2017
- [c3]Ayan Mukhopadhyay, Yevgeniy Vorobeychik, Abhishek Dubey, Gautam Biswas:
Prioritized Allocation of Emergency Responders based on a Continuous-Time Incident Prediction Model. AAMAS 2017: 168-177 - 2016
- [c2]Chao Zhang, Victor Bucarey, Ayan Mukhopadhyay, Arunesh Sinha, Yundi Qian, Yevgeniy Vorobeychik, Milind Tambe:
Using Abstractions to Solve Opportunistic Crime Security Games at Scale. AAMAS 2016: 196-204 - [c1]Ayan Mukhopadhyay, Chao Zhang, Yevgeniy Vorobeychik, Milind Tambe, Kenneth Pence, Paul Speer:
Optimal Allocation of Police Patrol Resources Using a Continuous-Time Crime Model. GameSec 2016: 139-158
Coauthor Index
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