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2020 – today
- 2024
[j9]Yancheng Ling
, Zhenliang Ma, Bangquan Xie, Qi Zhang, Xiaoxiong Weng:
SA-BiGCN: Bi-Stream Graph Convolution Networks With Spatial Attentions for the Eye Contact Detection in the Wild. IEEE Trans. Intell. Transp. Syst. 25(2): 2089-2100 (2024)- [j8]Yancheng Ling, Zhenliang Ma, Qi Zhang, Bangquan Xie, Xiaoxiong Weng:
PedAST-GCN: Fast Pedestrian Crossing Intention Prediction Using Spatial-Temporal Attention Graph Convolution Networks. IEEE Trans. Intell. Transp. Syst. 25(10): 13277-13290 (2024) - 2023
- [j7]Qi Zhang, Zhenliang Ma, Pengfei Zhang, Erik Jenelius, Xiaolei Ma, Yuanqiao Wen:
User-station attention inference using smart card data: a knowledge graph assisted matrix decomposition model. Appl. Intell. 53(19): 21944-21960 (2023) - [j6]Kerem Tuncel, Haris N. Koutsopoulos, Zhenliang Ma:
An integrated ride-matching and vehicle-rebalancing model for shared mobility on-demand services. Comput. Oper. Res. 159: 106317 (2023) - [j5]Kerem Sinan Tuncel, Haris N. Koutsopoulos, Zhenliang Ma:
An Unsupervised Learning Approach for Robust Denied Boarding Probability Estimation Using Smart Card and Operation Data in Urban Railways. IEEE Intell. Transp. Syst. Mag. 15(6): 19-32 (2023) - [j4]Pengfei Zhang, Haris N. Koutsopoulos, Zhenliang Ma:
DeepTrip: A Deep Learning Model for the Individual Next Trip Prediction With Arbitrary Prediction Times. IEEE Trans. Intell. Transp. Syst. 24(6): 5842-5855 (2023) - [j3]Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao:
Ex Post Path Choice Estimation for Urban Rail Systems Using Smart Card Data: An Aggregated Time-Space Hypernetwork Approach. Transp. Sci. 57(2): 313-335 (2023) - [c5]Chunliang Wu, Inhi Kim, Zhenliang Ma:
Deep Reinforcement Learning Based Traffic Signal Control: A Comparative Analysis. ANT/EDI40 2023: 275-282 - [c4]Yancheng Ling, Qi Zhang, Xiaoxiong Weng, Zhenliang Ma:
STMA-GCN_PedCross: Skeleton Based Spatial-Temporal Graph Convolution Networks with Multiple Attentions for Fast Pedestrian Crossing Intention Prediction. ITSC 2023: 500-506 - [i5]Yihong Tang, Weipeng Deng, Shuyu Lei, Yuebing Liang, Zhenliang Ma, Zhan Zhao:
RouteKG: A knowledge graph-based framework for route prediction on road networks. CoRR abs/2310.03617 (2023) - 2022
- [j2]Wenhua Jiang, Zhenliang Ma, Haris N. Koutsopoulos:
Deep learning for short-term origin-destination passenger flow prediction under partial observability in urban railway systems. Neural Comput. Appl. 34(6): 4813-4830 (2022) - [c3]Kahyong Tiong, Zhenliang Ma, Carl-William Palmqvist:
Real-time Train Arrival Time Prediction at Multiple Stations and Arbitrary Times. ITSC 2022: 793-798 - [i4]Seyedmostafa Zahedi, Haris N. Koutsopoulos, Zhenliang Ma:
Dynamic Interlining in Bus Operations. CoRR abs/2204.09971 (2022) - [i3]Kerem Tuncel, Haris N. Koutsopoulos, Zhenliang Ma:
An Integrated Ride-Matching Model for Shared Mobility on Demand Services. CoRR abs/2211.16656 (2022) - 2020
- [j1]Yangyang Zhao, Zhenliang Ma, Yi Yang, Wenhua Jiang, Xinguo Jiang:
Short-Term Passenger Flow Prediction With Decomposition in Urban Railway Systems. IEEE Access 8: 107876-107886 (2020) - [c2]Wenhua Jiang, Zhenliang Ma, Inhi Kim, Seonha Lee:
Revealing Mobility Regularities in Urban Rail Systems. ANT/EDI40 2020: 219-226 - [c1]Chunliang Wu, Zhenliang Ma, Inhi Kim:
Multi-Agent Reinforcement Learning for Traffic Signal Control: Algorithms and Robustness Analysis. ITSC 2020: 1-7 - [i2]Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao:
Assignment-based Path Choice Estimation for Metro Systems Using Smart Card Data. CoRR abs/2001.03196 (2020) - [i1]Zhenliang Ma, Haris N. Koutsopoulos:
Near-on-Demand Mobility. The Benefits of User Flexibility for Ride-Pooling Services. CoRR abs/2011.00823 (2020)
Coauthor Index
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