Ayan Mukhopadhyay

Aron Laszka

CoRR, 2023

Artificial Intelligence for Emergency Response.

[BibT_eX]

[DOI]

CoRR, 2023

Addressing APC Data Sparsity in Predicting Occupancy and Delay of Transit Buses: A Multitask Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

Synchrophasor Data Event Detection using Unsupervised Wavelet Convolutional Autoencoders.

[BibT_eX]

[DOI]

Jacob Buckelew

Sagnik Basumallik

Vasavi Sivaramakrishnan

Anurag K. Srivastava

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

KDD 2023 International Workshop on Data Science for Social Good (DSSG-23).

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Fairguard: Harness Logic-based Fairness Rules in Smart Cities.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

2022

Hierarchical Planning for Dynamic Resource Allocation in Smart and Connected Communities.

[BibT_eX]

[DOI]

Juan Carlos Martínez Mori

ACM Trans. Cyber Phys. Syst., 2022

Designing Equitable Transit Networks.

[BibT_eX]

[DOI]

Sophie Pavia

CoRR, 2022

Generative Anomaly Detection for Time Series Datasets.

[BibT_eX]

[DOI]

CoRR, 2022

Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search.

[BibT_eX]

[DOI]

CoRR, 2022

Designing Decision Support Systems for Emergency Response: Challenges and Opportunities.

[BibT_eX]

[DOI]

Hunter Baxter

CoRR, 2022

Traffic Anomaly Detection Via Conditional Normalizing Flow.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit.

[BibT_eX]

[DOI]

Amutheezan Sivagnanam

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

Decentralized Computation Market for Stream Processing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cloud Engineering, 2022

On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Smart Computing, 2021

Energy and Emission Prediction for Mixed-Vehicle Transit Fleets Using Multi-task and Inductive Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants.

[BibT_eX]

[DOI]

Ross D. Shachter

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services.

[BibT_eX]

[DOI]

Yasas Senarath

Hemant Purohit

Saideep Nannapaneni

Proceedings of the IEEE International Conference on Data Mining, 2021

Experimental Study of Big Raster and Vector Database Systems.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Hierarchical planning for resource allocation in emergency response systems.

[BibT_eX]

[DOI]

Proceedings of the ICCPS '21: ACM/IEEE 12th International Conference on Cyber-Physical Systems, 2021

The Raptor Join Operator for Processing Big Raster + Vector Data.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

Uncertainty Aware Wildfire Management.

[BibT_eX]

[DOI]

CoRR, 2020

Designing Emergency Response Pipelines : Lessons and Challenges.

[BibT_eX]

[DOI]

CoRR, 2020

A Review of Emergency Incident Prediction, Resource Allocation and Dispatch Models.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Spatial-Temporal Incident Prediction.

[BibT_eX]

[DOI]

Kai Wang

Andrew Perrault

Milind Tambe

Yevgeniy Vorobeychik

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

On Algorithmic Decision Procedures in Emergency Response Systems in Smart and Connected Communities.

[BibT_eX]

[DOI]

Yevgeniy Vorobeychik

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Robust Incident Prediction, Resource Allocation and Dynamic Dispatch.

[BibT_eX]

[DOI]

PhD thesis, 2019

Incident management and analysis dashboard for fire departments: ICCPS demo.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

An online decision-theoretic pipeline for responder dispatch.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

2018

A Decision Theoretic Framework for Emergency Responder Dispatch.

[BibT_eX]

[DOI]

Zilin Wang

Yevgeniy Vorobeychik

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Incident Prediction and Response Optimization.

[BibT_eX]

[DOI]