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 | 70 | 2018 |
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 | 51 | 2016 |
Statistical anomaly detection via composite hypothesis testing for Markov models J Zhang, IC Paschalidis IEEE Transactions on Signal Processing 66 (3), 589-602, 2017 | 31 | 2017 |
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 | 16 | 2017 |
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 | 16 | 2017 |
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 | 12 | 2020 |
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 | 11 | 2015 |
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 | 10 | 2019 |
InverseVIsTraffic J Zhang, S Pourazarm, CG Cassandras, IC Paschalidis https://github.com/jingzbu/InverseVIsTraffic, 2016 | 9 | 2016 |
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 | 8 | 2022 |
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 | 4 | 2022 |
Statistical Anomaly Detector of Internet Traffic (SADIT) J Wang, J Zhang, IC Paschalidis https://github.com/hbhzwj/SADIT, 2014 | 4 | 2014 |
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 | 3 | 2022 |
Parameter Estimation of Switched Hammerstein Systems J Zhang, HF Chen arXiv preprint arXiv:1210.8296, 2012 | 3 | 2012 |
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 | 2 | 2022 |
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 | 1 | 2022 |
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 | 1 | 2019 |
Detection and Optimization Problems with Applications in Smart Cities J Zhang Boston University, 2017 | 1 | 2017 |
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 |