Jing Zhang

Jing Zhang
  • Biography

    Jing's PhD dissertation was on detection and optimization problems with applications in transportation systems. His research interests include anomaly detection, optimization, machine learning, and time series analysis. He was a recipient of the Boston Area Research Initiative (BARI) Research Seed Grant Award (Spring 2017).

  • Other Publications

    •  Zhang, Jing; Paschalidis, Ioannis Ch, "Data-Driven Estimation of Travel Latency Cost Functions via Inverse Optimization in Multi-Class Transportation Networks", arXiv, 2017.
      BibTeX
      • @Article{zhang2017data1,
      • author = {Zhang, Jing and Paschalidis, Ioannis Ch},
      • title = {Data-Driven Estimation of Travel Latency Cost Functions via Inverse Optimization in Multi-Class Transportation Networks},
      • journal = {arXiv},
      • year = 2017
      • }
    •  Zhang, Jing; Pourazarm, Sepideh; Cassandras, Christos G; Paschalidis, Ioannis Ch, "Data-driven Estimation of Origin-Destination Demand and User Cost Functions for the Optimization of Transportation Networks", IFAC-PapersOnLine, Vol. 50, No. 1, pp. 9680-9685, 2017.
      BibTeX
      • @Article{zhang2017data2,
      • author = {Zhang, Jing and Pourazarm, Sepideh and Cassandras, Christos G and Paschalidis, Ioannis Ch},
      • title = {Data-driven Estimation of Origin-Destination Demand and User Cost Functions for the Optimization of Transportation Networks},
      • journal = {IFAC-PapersOnLine},
      • year = 2017,
      • volume = 50,
      • number = 1,
      • pages = {9680--9685},
      • publisher = {Elsevier}
      • }
    •  Zhang, Jing; Paschalidis, Ioannis Ch, "Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models", arXiv, 2017.
      BibTeX
      • @Article{zhang2017statistical,
      • author = {Zhang, Jing and Paschalidis, Ioannis Ch},
      • title = {Statistical Anomaly Detection via Composite Hypothesis Testing for Markov Models},
      • journal = {arXiv},
      • year = 2017
      • }
    •  Zhang, Jing; Pourazarm, Sepideh; Cassandras, Christos G; Paschalidis, Ioannis Ch, "The price of anarchy in transportation networks by estimating user cost functions from actual traffic data", Decision and Control (CDC), 2016 IEEE 55th Conference on, 2016, pp. 789-794.
      BibTeX
      • @Inproceedings{zhang2016price,
      • author = {Zhang, Jing and Pourazarm, Sepideh and Cassandras, Christos G and Paschalidis, Ioannis Ch},
      • title = {The price of anarchy in transportation networks by estimating user cost functions from actual traffic data},
      • booktitle = {Decision and Control (CDC), 2016 IEEE 55th Conference on},
      • year = 2016,
      • pages = {789--794},
      • organization = {IEEE}
      • }
    •  Zhang, Jing; Paschalidis, Ioannis Ch, "An improved composite hypothesis test for Markov models with applications in network anomaly detection", Decision and Control (CDC), 2015 IEEE 54th Annual Conference on, 2015, pp. 3810-3815.
      BibTeX
      • @Inproceedings{zhang2015improved,
      • author = {Zhang, Jing and Paschalidis, Ioannis Ch},
      • title = {An improved composite hypothesis test for Markov models with applications in network anomaly detection},
      • booktitle = {Decision and Control (CDC), 2015 IEEE 54th Annual Conference on},
      • year = 2015,
      • pages = {3810--3815},
      • organization = {IEEE}
      • }