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Real-Time Traffic Analysis and Management
Research status: current , date: Started August 2007

People

Rajesh Balan

Jason Woodard

Lingxiao Jiang

David Lo

Nguyen Xuan Khoa

Summary
This project looks at various aspects of improving a taxi network.

Details
We will analyze real time traffic traces from a large taxi company. We plan to look at traffic modeling, anomaly detection, route optimization, inefficiency detection and optimization. Finally, we plan to build an end-to-end system that optimizes the operations of the taxi system.

Publications

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Refereed Conference Publications

1. " Challenges and Opportunities in Taxi Fleet Anomaly Detection "
, Rijurekha Sen and Rajesh Krishna Balan, Proceedings of the 1st International Workshop on Sensing and Big Data Mining (SenseMine), Rome, Italy, November 2013

2. " Providing Real-Time Feedback for a Large Taxi Fleet "
, Rajesh Krishna Balan, Nguyen Xuan Khoa, Lingxiao Jiang, Proceedings of the 9th International Conference on Mobile Systems, Applications, and Services (MobiSys), Washington D.C., USA, June 2011

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Tech Reports

1. " Spatio-Temporal Efficiency in a Taxi Dispatch System "
, Darshan Santani, Rajesh Krishna Balan, C. Jason Woodard, Techical Report, School of Information Systems, Singapore Management University, October 2007

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Poster Sessions

1. " Understanding and Improving a GPS-based Taxi System "
, Darshan Santani, Rajesh Krishna Balan, and C. Jason Woodard, Presented at the 6th USENIX International Conference on Mobile Systems, Applications, and Services (MobiSys), Breckenridge, Colorado, June 2008

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Presentations

1. " Presentation: Real-Time Trip Information Service for a Large Taxi Fleet "
, Presented at MobiSys 2011, June 2011

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