Zhenliang Ma

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 19

Top Topics

Traffic Signal Control

Partial Observability

Probability Estimation

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

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) (2024)
Chunliang Wu, Inhi Kim, Zhenliang Ma
Deep Reinforcement Learning Based Traffic Signal Control: A Comparative Analysis. ANT/EDI40 (2023)
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) (2023)
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) (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2023)
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)
Seyedmostafa Zahedi, Haris N. Koutsopoulos, Zhenliang Ma
Dynamic Interlining in Bus Operations. CoRR (2022)
Kerem Tuncel, Haris N. Koutsopoulos, Zhenliang Ma
An Integrated Ride-Matching Model for Shared Mobility on Demand Services. CoRR (2022)
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) (2022)
Kahyong Tiong, Zhenliang Ma, Carl-William Palmqvist
Real-time Train Arrival Time Prediction at Multiple Stations and Arbitrary Times. ITSC (2022)
Zhenliang Ma, Haris N. Koutsopoulos
Near-on-Demand Mobility. The Benefits of User Flexibility for Ride-Pooling Services. CoRR (2020)
Chunliang Wu, Zhenliang Ma, Inhi Kim
Multi-Agent Reinforcement Learning for Traffic Signal Control: Algorithms and Robustness Analysis. ITSC (2020)
Wenhua Jiang, Zhenliang Ma, Inhi Kim, Seonha Lee
Revealing Mobility Regularities in Urban Rail Systems. ANT/EDI40 (2020)
Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
Assignment-based Path Choice Estimation for Metro Systems Using Smart Card Data. CoRR (2020)
Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
Calibrating Path Choices and Train Capacities for Urban Rail Transit Simulation Models Using Smart Card Data. CoRR (2020)
Yangyang Zhao, Zhenliang Ma, Yi Yang, Wenhua Jiang, Xinguo Jiang
Short-Term Passenger Flow Prediction With Decomposition in Urban Railway Systems. IEEE Access 8 (2020)