Changxi Ma

According to our database, Changxi Ma authored at least 47 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-task-based spatiotemporal generative inference network: A novel framework for predicting the highway traffic speed.

Guojian Zou, Ziliang Lai, Ting Wang, Zongshi Liu, Jingjue Bao, Changxi Ma, Ye Li, Jing Fan

Expert Syst. Appl., March, 2024

2023

When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time.

Guojian Zou, Ziliang Lai, Changxi Ma, Meiting Tu, Jing Fan, Ye Li

IEEE Trans. Intell. Transp. Syst., October, 2023

A Novel STFSA-CNN-GRU Hybrid Model for Short-Term Traffic Speed Prediction.

Changxi Ma, Yongpeng Zhao, Guowen Dai, Xuecai Xu, Sze Chun Wong

IEEE Trans. Intell. Transp. Syst., April, 2023

A hybrid autoregressive fractionally integrated moving average and nonlinear autoregressive neural network model for short-term traffic flow prediction.

Xuecai Xu, Xiaofei Jin, Daiquan Xiao, Changxi Ma, Sze Chun Wong

J. Intell. Transp. Syst., 2023

Electric Bus Scheduling and Charging Infrastructure Planning Considering Bus Replacement Strategies at Charging Stations.

Bing Zeng, Wei Wu, Changxi Ma

IEEE Access, 2023

Multi-Task-Based Spatio-Temporal Generative Inference Network for Predicting Highway Traffic Speed.

Guojian Zou, Jing Fan, Honggang Wang, Changxi Ma, Ting Wang, Ye Li

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Online EV Charge Scheduling Based on Time-of-Use Pricing and Peak Load Minimization: Properties and Efficient Algorithms.

Weitiao Wu, Yue Lin, Ronghui Liu, Yaohui Li, Yi Zhang, Changxi Ma

IEEE Trans. Intell. Transp. Syst., 2022

Short-Term Traffic Flow Prediction for Urban Road Sections Based on Time Series Analysis and LSTM_BILSTM Method.

Changxi Ma, Guowen Dai, Jibiao Zhou

IEEE Trans. Intell. Transp. Syst., 2022

Parking Occupancy Prediction Method Based on Multi Factors and Stacked GRU-LSTM.

Chao Zeng, Changxi Ma, Ke Wang, Zihao Cui

IEEE Access, 2022

2021

A Multi-Objective Robust Optimization Model for Customized Bus Routes.

Changxi Ma, Chao Wang, Xuecai Xu

IEEE Trans. Intell. Transp. Syst., 2021

Safety margins - a novel approach from risk homeostasis theory for evaluating the impact of advanced driver assistance systems on driving behavior in near-crash events.

Nengchao Lyu, Zhicheng Duan, Changxi Ma, Chaozhong Wu

J. Intell. Transp. Syst., 2021

Modeling and Verification of the Length of the Entrance and Exit Sections of an Undersea Tunnel.

Lixia Zhang, Yongzheng Yang, Fuquan Pan, Zheng Wang, Changxi Ma, Shengxue Zhu, Jinshun Yang

IEEE Access, 2021

Addressing Driving Actions of At-Fault Older Drivers: Bayesian Bivariate Ordered Probit Analysis.

Daiquan Xiao, Xuecai Xu, Changxi Ma, Nengchao Lyu

IEEE Access, 2021

2020

Statistical Characteristics and Community Analysis of Urban Road Networks.

Wen-Long Shang, Yanyan Chen, Huibo Bi, Haoran Zhang, Changxi Ma, Washington Yotto Ochieng

Complex., 2020

Lane-Changing Risk Analysis in Undersea Tunnels Based on Fuzzy Inference.

Fuquan Pan, Lixia Zhang, Jian Wang, Changxi Ma, Jinshun Yang, Jie Qi

IEEE Access, 2020

2019

Green wave traffic control system optimization based on adaptive genetic-artificial fish swarm algorithm.

Changxi Ma, Ruichun He

Neural Comput. Appl., 2019

Finding equitable risk routes for hazmat shipments.

Huo Chai, Ruichun He, Changxi Ma, Cunjie Dai

Int. J. Comput. Sci. Math., 2019

Evaluation of urban taxi-carpooling matching schemes based on entropy weight fuzzy matter-element.

Qiang Xiao, Ruichun He, Changxi Ma, Wei Zhang

Appl. Soft Comput., 2019

Fare Strategy for Flex-Route Transit Services: Case Study in Los Angeles.

Jinxing Shen, Feng Qiu, Changjiang Zheng, Changxi Ma

IEEE Access, 2019

Short-Term Traffic Flow Prediction Method for Urban Road Sections Based on Space-Time Analysis and GRU.

Guowen Dai, Changxi Ma, Xuecai Xu

IEEE Access, 2019

Analysis of taxi driving behavior and driving risk based on trajectory data.

Jing Fan, Ye Li, Yuanlin Liu, Yu Zhang, Changxi Ma

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018

Network optimisation design of Hazmat based on multi-objective genetic algorithm under the uncertain environment.

Changxi Ma

Int. J. Bio Inspired Comput., 2018

Developing a Coordinated Signal Control System for Urban Ring Road Under the Vehicle-Infrastructure Connected Environment.

Changxi Ma, Wei Hao, Aobo Wang, Hongxing Zhao

IEEE Access, 2018

Robust Optimization of Signal Control Parameters for Unsaturated Intersection Based on Tabu Search-Artificial Bee Colony Algorithm.

Wei Hao, Changxi Ma, Bahman Moghimi, Yuanyuan Fan, Zhibo Gao

IEEE Access, 2018

2017

Distribution route multi-objective optimisation of dangerous goods considering the time reliability.

Ruichun He, Changxi Ma, Xiaoyan Jia, Qiang Xiao, Lei Qi

Int. J. Wirel. Mob. Comput., 2017

Taxi carpooling model and carpooling effects simulation.

Wei Zhang, Ruichun He, Qiang Xiao, Changxi Ma

Int. J. Simul. Process. Model., 2017

Optimisation of dangerous goods transport based on the improved ant colony algorithm.

Ruichun He, Changxi Ma, Xiaoyan Jia, Qiang Xiao, Lei Qi

Int. J. Comput. Sci. Math., 2017

2016

Optimising hazardous materials transport network based on multi-objective hybrid intelligence algorithm.

Changxi Ma, Ruichun He, Wanli Xiang

Int. J. Intell. Syst. Technol. Appl., 2016

2015

Multi-objective optimisation for taxi ridesharing route based on non-dominated sorting genetic algorithm.

Qing Ye, Changxi Ma, Ruichun He, Qiang Xiao, Wei Zhang

Int. J. Wirel. Mob. Comput., 2015

Optimisation algorithm for logistics distribution route based on Prufer codes.

Ruichun He, Changxi Ma, Cunrui Ma, Wei Zhang, Qiang Xiao

Int. J. Wirel. Mob. Comput., 2015

Site selection of public parking lot in the new district.

Ruichun He, Changxi Ma, Yinzhen Li

Int. J. Wirel. Mob. Comput., 2015

Emergency facilities location optimisation for hazardous materials transportation under the background of counterterrorism.

Changxi Ma, Ruichun He, Fuquan Pan

Int. J. Comput. Sci. Math., 2015

An improved layered parallel particle swarm optimisation algorithm for the interchange traffic control.

Ruichun He, Changxi Ma

Int. J. Comput. Sci. Math., 2015

2013

Travel mode structure optimisation based on behaviour change.

Chengming Zhu, Yanyan Chen, Changxi Ma

Int. J. Wirel. Mob. Comput., 2013

Study on urban three-lane mixed traffic flow with buses based on the Nagel-Schreckenberg model.

Changxi Ma, Fang Wu, Bo Qi, Liang Gong, Li Wang, Xinlei An

Int. J. Wirel. Mob. Comput., 2013

Study on the decision-making method of transportation route for hazardous materials under the hybrid language environment.

Changxi Ma, Yinzhen Li, Ruichun He, Bo Qi, Aixia Diao

Int. J. Wirel. Mob. Comput., 2013

Study on the hazardous materials' vehicle scheduling route based on uncertain operator.

Ruichun He, Changxi Ma, Yinzhen Li

Int. J. Wirel. Mob. Comput., 2013

Latent ringlike road traffic control system based on compound mechanism particle swarm optimisation algorithm.

Changxi Ma, Yinzhen Li, Ruichun He, Bo Qi, Fang Wu, Aixia Diao, Cunrui Ma

Int. J. Model. Identif. Control., 2013

Study on multi-objective travelling salesman problem for hazardous materials transportation based on improved genetic algorithm.

Ruichun He, Changxi Ma, Yinzhen Li, Aixia Diao

Int. J. Comput. Sci. Math., 2013

Multi-objective fuzzy optimisation method for emergency evacuation based on hybrid intelligence algorithm under fuzzy environment.

Changxi Ma, Yinzhen Li, Ruichun He, Fang Wu, Li Sun, Bo Qi

Int. J. Comput. Appl. Technol., 2013

Route optimisation models and algorithms for hazardous materials transportation under different environments.

Changxi Ma, Yinzhen Li, Ruichun He, Fang Wu, Bo Qi, Qing Ye

Int. J. Bio Inspired Comput., 2013

2012

Research on location problem of emergency service facilities based on genetic-simulated annealing algorithm.

Changxi Ma, Yinzhen Li, Ruichun He, Bo Qi, Aixia Diao

Int. J. Wirel. Mob. Comput., 2012

New optimisation model and fuzzy adaptive weighted genetic algorithm for hazardous material transportation.

Changxi Ma, Yinzhen Li, Ruichun He, Gang Duan, Li Sun, Bo Qi

Int. J. Comput. Sci. Math., 2012

A new chaos particle swarm optimisation algorithm and its applications for transportation continuous network design problem.

Changxi Ma, Yinzhen Li, Ruichun He, Zhizhong Chen, Bo Qi, Aixia Diao

Int. J. Comput. Sci. Eng., 2012

2009

Study on the Planning Method of Rail Transit in Valley-City.

Xiao-ping Guang, Changxi Ma, Zi-Jiang Yang, You-hai Yang

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

2008

A Stochastic Constrained Programming Approach for Vendor Selection Problem.

Fang Wu, Changxi Ma, Rong Lu

Proceedings of the PACIIA 2008, 2008

Decision-Making Method of Hazardous Material Transportation Route Based on Particle Swarm Optimization Algorithm and Neural Network.

Changxi Ma, Fang Wu, Rong Lu

Proceedings of the PACIIA 2008, 2008