Xiaolei Ma
Research Highlights
Research Projects

Beihang University

  1. PI, Large-scale Transit Network OD Matrix Estimation Based on Individual Travel Behavior with Incomplete Data (数据不完备条件下基于个体行为的大规模公交网络出行矩阵估计研究), National Natural Science Foundation of China, Jan. 2015-Dec. 2017.

  2. PI, Mining Multi-source and Heterogeneous Data for Transit Performance Evaluation and Monitoring (基于多源异构数据挖掘的公交路网运行性能评价研究), Fundamental Research Funds for the Central Universities, Mar. 2014-Dec. 2014.

  3. PI, Intelligent Roadway Safety Control and Management Key Technology and Prototype (道路交通安全智能化管控关键技术与集成示范), National Key Technologies R&D Program of China, Jan. 2014-Dec. 2016

  4. PI, Large-scale Transportation Network Congestion Evolution Prediction (基于交通大数据的大规模路网拥堵时空演化规律预测), Beijing Nova Program, Jan. 2015-Dec. 2017

  5. PI, Transit Commuters' Travel Pattern Analysis Based on Smart Card Data  (基于IC卡数据的公交通勤乘客出行特征分析技术研究), Beijing Transportation Research Center, Oct. 2014-Dec. 2015

  6. PI for sub-project, Fundamental Theory and Key Technology of Connected Vehicles (智能车联网基础理论与共性关键技术), National Natural Science Foundation of China, Jan. 2016-Dec. 2019.

  7. PI, Demand Identification and Operation Optimization for Customized Bus Based on Commuters' Spatiotemporal Features in the Context of Big Data (大数据环境下基于通勤时空特征的定制公交需求辨识与运营优化研究), National Natural Science Foundation of China, Jan. 2018-Dec. 2021.

  8. PI, Data-Driven Travel Demand Identification and Network Design for Customized Buses (基于数据驱动的定制公交需求辨识与线网优化研究), Beijing Natural Science Foundation, Jan. 2017-Dec. 2019.

  9. PI, Car-hauling Travel Time Spatiotemporal Feature Mining and Influence Factor Analysis based on Multisource Data (多源数据下网约车交通出行时间时空特征精准挖掘与驱动因素解析), Open Fund for Key Laboratory of Road&Traffic Engineering of the Ministry of Education, Tongji University, Jan. 2017-Mar. 2018.

University of Washington

  1. Digitial Roadway Interactive Visualization and Evaluation Network Applications to WSDOT Operational Data Usage, Washington State Department of Transportation, Jul. 2011-Oct. 2013.

  2. Beijing Transit Data Mining for Passenger Origin-Destination Information Extraction, Beijing Transportation Research Center,  Sep. 2010-Aug. 2012.

  3. Clean-up of Existing Data Sets to Support Dynamic Mobility Applications Development, Federal Highway Adminstration, Jul. 2011-Dec.2011.

  4. Real-time Travel Time Prediction on Urban Traffic Network, Transportation Northwest Center (TransNow), Jun. 2009-Nov. 2011.

  5. Quantifying Incident-Induced Travel Delays on Freeways Using Traffic Sensor Data: Phase II, Washington State Department of Transportation, Jul. 2008-Jun. 2010

  6. Truck GPS Performance Measure Research Project, Transportation Northwest Center (TransNow) and Washington State Department of Transportation (WSDOT), Jul. 2008-Mar. 2010.

  7. Comprehensive Evaluation of Transit Signal Priority System Impacts Using Field Observed Traffic Data, Transportation Northwest Center (TransNow) and Washington State Department of Transportation (WSDOT), Dec. 2007-Jun. 2008.





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