default author photo

Zhenliang Ma

Royal Institute of Technology (KTH)

SCHOLARLY PAPERS

7

DOWNLOADS

385

TOTAL CITATIONS

2

Scholarly Papers (7)

1.

A Choice-Based Optimization Approach for Service Operations in Multimodal Mobility Systems

Number of pages: 28 Posted: 15 Mar 2024
Haoye Chen, Jan Kronqvist and Zhenliang Ma
Royal Institute of Technology (KTH), Royal Institute of Technology (KTH) and Royal Institute of Technology (KTH)
Downloads 82 (796,622)

Abstract:

Loading...

Choice-based optimization, Service operations integrating travel choices, Linearization of discrete choice constraints, Multimodal mobility systems

2.

A Data-Driven Multi-Modal Fusion Method for Path Choice Estimation in Urban Rail Systems

Number of pages: 37 Posted: 21 Oct 2024
Southeast University, Southeast University, Southeast University, Royal Institute of Technology (KTH) and Southeast University
Downloads 67 (916,100)

Abstract:

Loading...

Urban rail transit, path choice behavior, multi-source data, multi-modal fusion.

3.

Reverse Auction-Based Individualized Incentives for Mobility Management: The Case of Congested Transit Systems

Number of pages: 18 Posted: 26 Aug 2022
University of Edinburgh, Northeastern University (USA) and Royal Institute of Technology (KTH)
Downloads 58 (980,173)

Abstract:

Loading...

Reverse auction, individualized incentives, peak travel, mobility management

4.

Dynamic Interlining in Bus Operations

Number of pages: 22 Posted: 21 Apr 2022
Northeastern University (USA), Northeastern University (USA) and Royal Institute of Technology (KTH)
Downloads 51 (1,052,702)

Abstract:

Loading...

Service Reliability, Dynamic Interlining, Bus Operations, Simulation, Autonomous Transit, Optimal Dispatching

5.

Transportation Network Company Services Usage and Choice Modeling for the University Community Population

Number of pages: 21 Posted: 14 Jun 2022
The University of Hong Kong, Northeastern University (USA), Southeast University and Royal Institute of Technology (KTH)
Downloads 50 (1,074,648)

Abstract:

Loading...

Transportation network company (TNC), university users, TNC service adoption, shared and non-shared TNC service choices

6.

Transgte: A Transformer-Based Model with Geographical Trajectory Embedding for the Individual Trip Destination Prediction

Number of pages: 34 Posted: 15 Oct 2024
affiliation not provided to SSRN, Henan Academy of Sciences, affiliation not provided to SSRN, Chalmers University of Technology and Royal Institute of Technology (KTH)
Downloads 43 (1,157,785)

Abstract:

Loading...

Destination Prediction, Graph Convolutional Network, Adaptive Neural Gating Mechanism, Geographical Trajectory Embedding

7.

I-Cltp: Integrated Contrastive Learning with Transformer Framework for Traffic State Prediction and Network-Wide Analysis

Number of pages: 37 Posted: 16 Jul 2024
Ruo Jia, Kun Gao, Yang Liu, Bo Yu, Xiaolei Ma and Zhenliang Ma
affiliation not provided to SSRN, Division of Geology and Geotechnics, affiliation not provided to SSRN, Tongji University, affiliation not provided to SSRN and Royal Institute of Technology (KTH)
Downloads 34 (1,263,436)
Citation 2

Abstract:

Loading...

Traffic state prediction, Contrastive learning, Transformer, Soft clustering, Fundamental diagram