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Jing Zhang
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Year
The Price of Anarchy in Transportation Networks: Data-Driven Evaluation and Reduction Strategies
J Zhang, S Pourazarm, CG Cassandras, IC Paschalidis
Proceedings of the IEEE, 2018
702018
The price of anarchy in transportation networks by estimating user cost functions from actual traffic data
J Zhang, S Pourazarm, CG Cassandras, IC Paschalidis
2016 IEEE 55th conference on decision and control (cdc), 789-794, 2016
512016
Statistical anomaly detection via composite hypothesis testing for Markov models
J Zhang, IC Paschalidis
IEEE Transactions on Signal Processing 66 (3), 589-602, 2017
302017
Data-driven estimation of travel latency cost functions via inverse optimization in multi-class transportation networks
J Zhang, IC Paschalidis
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 6295-6300, 2017
162017
Data-driven estimation of origin-destination demand and user cost functions for the optimization of transportation networks
J Zhang, S Pourazarm, CG Cassandras, IC Paschalidis
IFAC-PapersOnLine 50 (1), 9680-9685, 2017
162017
Personalized destination prediction using transformers in a contextless data setting
A Tsiligkaridis, J Zhang, H Taguchi, D Nikovski
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
122020
An improved composite hypothesis test for Markov models with applications in network anomaly detection
J Zhang, IC Paschalidis
2015 54th IEEE Conference on Decision and Control (CDC), 3810-3815, 2015
112015
Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data*
S Wollenstein-Betech, C Sun, J Zhang, IC Paschalidis
2019 IEEE 58th Conference on Decision and Control (CDC), 5113-5118, 2019
102019
InverseVIsTraffic
J Zhang, S Pourazarm, CG Cassandras, IC Paschalidis
https://github.com/jingzbu/InverseVIsTraffic, 2016
92016
Joint Data-Driven Estimation of Origin–Destination Demand and Travel Latency Functions in Multiclass Transportation Networks
S Wollenstein-Betech, C Sun, J Zhang, CG Cassandras, IC Paschalidis
IEEE Transactions on Control of Network Systems 9 (4), 1576-1588, 2022
82022
Statistical Anomaly Detector of Internet Traffic (SADIT)
J Wang, J Zhang, IC Paschalidis
https://github.com/hbhzwj/SADIT, 2014
42014
Context-Aware Destination and Time-To-Destination Prediction Using Machine learning
A Tsiligkaridis, J Zhang, IC Paschalidis, H Taguchi, S Sakajo, D Nikovski
2022 IEEE International Smart Cities Conference (ISC2), 1-7, 2022
32022
Transformer Networks for Predictive Group Elevator Control
J Zhang, A Tsiligkaridis, H Taguchi, A Raghunathan, D Nikovski
2022 European Control Conference (ECC), 1429-1435, 2022
32022
Parameter Estimation of Switched Hammerstein Systems
J Zhang, HF Chen
arXiv preprint arXiv:1210.8296, 2012
32012
Algorithms for fast computation of pan matrix profiles of time series under unnormalized Euclidean distances
J Zhang, D Nikovski
International Conference on Applied Statistics and Data Analytics, available …, 2022
22022
APUMPEDI: Approximating pan matrix profiles of time series under unnormalized Euclidean distances by interpolation
J Zhang, D Nikovski
The 8th International conference on Time Series and Forecasting, available …, 2022
12022
Detection and Optimization Problems with Applications in Smart Cities
J Zhang
Boston University, 2017
12017
Estimating traffic density using transformer decoders
Y Wang, J Zhang, D Nikovski, T Kojima
Procedia Computer Science 220, 1027-1032, 2023
2023
Travel-time prediction using neural-network-based mixture models
A Sharma, J Zhang, D Nikovski, F Doshi-Velez
Procedia Computer Science 220, 1033-1038, 2023
2023
Fault Detection and Classification of Time Series Using Localized Matrix Profiles
J Zhang, D Nikovski, TY Lee, T Fujino
2019 IEEE International Conference on Prognostics and Health Management …, 2019
2019
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