transit

Data Driven Methods for Effective Micromobility Parking
Proliferation of shared urban mobility devices (SUMDs), particularly dockless e-scooters, has created opportunities for users with …
William Barbour, Michael Wilbur, Ricardo Sandoval, Caleb Van Geffen, Brandon Hall, Abhishek Dubey, Dan Work
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On Decentralized Route Planning Using the Road Side Units as Computing Resources
Residents in cities typically use third-party platforms such as Google Maps for route planning services. While providing near real-time …
Jose Paolo Talusan, Michael Wilbur, Abhishek Dubey, Keiichi Yasumoto
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Data-Driven Detection of Anomalies and Cascading Failures in Traffic Networks
Traffic networks are one of the most critical infrastructures for any community. The increasing integration of smart and connected …
Sanchita Basak, Afiya Aman, Aron Laszka, Abhishek Dubey, Bruno Leao
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A Decentralized Approach for Real Time Anomaly Detection in Transportation Networks
Michael Wilbur, Abhishek Dubey, Bruno Leao, Shameek Bhattacharjee
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Mobilytics-Gym: A Simulation Framework for Analyzing Urban Mobility Decision Strategies
The rise in deep learning models in recent years has led to various innovative solutions for intelligent transportation technologies. …
Chinmaya Samal, Abhishek Dubey, Lillian J. Ratliff
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Analyzing the Cascading Effect of Traffic Congestion Using LSTM Networks
This paper presents a data-driven approach for predicting the propagation of traffic congestion at road seg-ments as a function of the …
Sanchita Basak, Abhishek Dubey, Bruno P. Leao
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Data-Driven Optimization of Public Transit Schedule
Bus transit systems are the backbone of public transportation in the United States. An important indicator of the quality of service in …
Sanchita Basak, Fangzhou Sun, Saptarshi Sengupta, Abhishek Dubey
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Modeling and Predicting the Cascading Effects of Delay in Transit Systems
An effective real-time estimation of the travel time for vehicles, using AVL(Automatic Vehicle Locators) has added a new dimension to …
Aparna Oruganti, Sanchita Basak, Fangzhou Sun, Hiba Baroud, Abhishek Dubey
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Smart Transportation Delay and Resiliency Testbed Based on Information Flow of Things Middleware
Edge and Fog computing paradigms are used to process big data generated by the increasing number of IoT devices. These paradigms have …
Jose Paolo Talusan, Francis Tiausas, Keiichi Yasumoto, Michael Wilbur, Geoffrey Pettet, Abhishek Dubey, Shameek Bhattacharjee
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Towards an Adaptive Multi-Modal Traffic Analytics Framework at the Edge
The Internet of Things (IoT) requires distributed, large scale data collection via geographically distributed devices. While IoT …
Geoffrey Pettet, Saroj Sahoo, Abhishek Dubey
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