Changxi Ma

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 29

Top Topics

Optimisation Algorithm

Top Venues

IEEE Trans. Intell. Transp. Syst.

Int. J. Wirel. Mob. Comput.

Int. J. Comput. Sci. Math.

Publications

Guojian Zou, Ziliang Lai, Ting Wang, Zongshi Liu, Jingjue Bao, Changxi Ma, Ye Li, Jing Fan
Multi-task-based spatiotemporal generative inference network: A novel framework for predicting the highway traffic speed. Expert Syst. Appl. 237 (Part C) (2024)
Daiquan Xiao, Zeyu Wang, Zhenwu Shen, Xuecai Xu, Changxi Ma
A FairMOT approach based on video recognition for real-time automatic incident detection on expressways. Signal Image Video Process. 18 (10) (2024)
Changxi Ma, Yongpeng Zhao, Guowen Dai, Xuecai Xu, Sze-Chun Wong
A Novel STFSA-CNN-GRU Hybrid Model for Short-Term Traffic Speed Prediction. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Guojian Zou, Ziliang Lai, Changxi Ma, Meiting Tu, Jing Fan, Ye Li
When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time. IEEE Trans. Intell. Transp. Syst. 24 (10) (2023)
Guojian Zou, Jing Fan, Honggang Wang, Changxi Ma, Ting Wang, Ye Li
Multi-Task-Based Spatio-Temporal Generative Inference Network for Predicting Highway Traffic Speed. ITSC (2023)
Xuecai Xu, Xiaofei Jin, Daiquan Xiao, Changxi Ma, S. C. Wong
A hybrid autoregressive fractionally integrated moving average and nonlinear autoregressive neural network model for short-term traffic flow prediction. J. Intell. Transp. Syst. 27 (1) (2023)
Bing Zeng, Wei Wu, Changxi Ma
Electric Bus Scheduling and Charging Infrastructure Planning Considering Bus Replacement Strategies at Charging Stations. IEEE Access 11 (2023)
Changxi Ma, Guowen Dai, Jibiao Zhou
Short-Term Traffic Flow Prediction for Urban Road Sections Based on Time Series Analysis and LSTM_BILSTM Method. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Weitiao Wu, Yue Lin, Ronghui Liu, Yaohui Li, Yi Zhang, Changxi Ma
Online EV Charge Scheduling Based on Time-of-Use Pricing and Peak Load Minimization: Properties and Efficient Algorithms. IEEE Trans. Intell. Transp. Syst. 23 (1) (2022)
Chao Zeng, Changxi Ma, Ke Wang, Zihao Cui
Parking Occupancy Prediction Method Based on Multi Factors and Stacked GRU-LSTM. IEEE Access 10 (2022)
Lixia Zhang, Yongzheng Yang, Fuquan Pan, Zheng Wang, Changxi Ma, Shengxue Zhu, Jinshun Yang
Modeling and Verification of the Length of the Entrance and Exit Sections of an Undersea Tunnel. IEEE Access 9 (2021)
Daiquan Xiao, Xuecai Xu, Changxi Ma, Nengchao Lyu
Addressing Driving Actions of At-Fault Older Drivers: Bayesian Bivariate Ordered Probit Analysis. IEEE Access 9 (2021)
Nengchao Lyu, Zhicheng Duan, Changxi Ma, Chaozhong Wu
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. J. Intell. Transp. Syst. 25 (1) (2021)
Changxi Ma, Chao Wang, Xuecai Xu
A Multi-Objective Robust Optimization Model for Customized Bus Routes. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Fuquan Pan, Lixia Zhang, Jian Wang, Changxi Ma, Jinshun Yang, Jie Qi
Lane-Changing Risk Analysis in Undersea Tunnels Based on Fuzzy Inference. IEEE Access 8 (2020)
Wen-Long Shang, Yanyan Chen, Huibo Bi, Haoran Zhang, Changxi Ma, Washington Yotto Ochieng
Statistical Characteristics and Community Analysis of Urban Road Networks. Complex. 2020 (2020)
Jing Fan, Ye Li, Yuanlin Liu, Yu Zhang, Changxi Ma
Analysis of taxi driving behavior and driving risk based on trajectory data. IV (2019)
Jinxing Shen, Feng Qiu, Changjiang Zheng, Changxi Ma
Fare Strategy for Flex-Route Transit Services: Case Study in Los Angeles. IEEE Access 7 (2019)
Qiang Xiao, Ruichun He, Changxi Ma, Wei Zhang
Evaluation of urban taxi-carpooling matching schemes based on entropy weight fuzzy matter-element. Appl. Soft Comput. 81 (2019)
Huo Chai, Ruichun He, Changxi Ma, Cunjie Dai
Finding equitable risk routes for hazmat shipments. Int. J. Comput. Sci. Math. 10 (5) (2019)
Guowen Dai, Changxi Ma, Xuecai Xu
Short-Term Traffic Flow Prediction Method for Urban Road Sections Based on Space-Time Analysis and GRU. IEEE Access 7 (2019)
Changxi Ma, Ruichun He
Green wave traffic control system optimization based on adaptive genetic-artificial fish swarm algorithm. Neural Comput. Appl. 31 (7) (2019)
Changxi Ma
Network optimisation design of Hazmat based on multi-objective genetic algorithm under the uncertain environment. Int. J. Bio Inspired Comput. 12 (4) (2018)
Changxi Ma, Wei Hao, Aobo Wang, Hongxing Zhao
Developing a Coordinated Signal Control System for Urban Ring Road Under the Vehicle-Infrastructure Connected Environment. IEEE Access 6 (2018)
Wei Hao, Changxi Ma, Bahman Moghimi, Yuanyuan Fan, Zhibo Gao
Robust Optimization of Signal Control Parameters for Unsaturated Intersection Based on Tabu Search-Artificial Bee Colony Algorithm. IEEE Access 6 (2018)
Wei Zhang, Ruichun He, Qiang Xiao, Changxi Ma
Taxi carpooling model and carpooling effects simulation. Int. J. Simul. Process. Model. 12 (3/4) (2017)
Ruichun He, Changxi Ma, Xiaoyan Jia, Qiang Xiao, Lei Qi
Optimisation of dangerous goods transport based on the improved ant colony algorithm. Int. J. Comput. Sci. Math. 8 (3) (2017)
Ruichun He, Changxi Ma, Xiaoyan Jia, Qiang Xiao, Lei Qi
Distribution route multi-objective optimisation of dangerous goods considering the time reliability. Int. J. Wirel. Mob. Comput. 13 (4) (2017)
Changxi Ma, Ruichun He, Wanli Xiang
Optimising hazardous materials transport network based on multi-objective hybrid intelligence algorithm. Int. J. Intell. Syst. Technol. Appl. 15 (1) (2016)
Ruichun He, Changxi Ma, Cunrui Ma, Wei Zhang, Qiang Xiao
Optimisation algorithm for logistics distribution route based on Prufer codes. Int. J. Wirel. Mob. Comput. 9 (2) (2015)
Ruichun He, Changxi Ma
An improved layered parallel particle swarm optimisation algorithm for the interchange traffic control. Int. J. Comput. Sci. Math. 6 (5) (2015)
Changxi Ma, Ruichun He, Fuquan Pan
Emergency facilities location optimisation for hazardous materials transportation under the background of counterterrorism. Int. J. Comput. Sci. Math. 6 (4) (2015)
Ruichun He, Changxi Ma, Yinzhen Li
Site selection of public parking lot in the new district. Int. J. Wirel. Mob. Comput. 8 (2) (2015)
Qing Ye, Changxi Ma, Ruichun He, Qiang Xiao, Wei Zhang
Multi-objective optimisation for taxi ridesharing route based on non-dominated sorting genetic algorithm. Int. J. Wirel. Mob. Comput. 8 (3) (2015)
Changxi Ma, Yinzhen Li, Ruichun He, Bo Qi, Aixia Diao
Study on the decision-making method of transportation route for hazardous materials under the hybrid language environment. Int. J. Wirel. Mob. Comput. 6 (3) (2013)
Chengming Zhu, Yanyan Chen, Changxi Ma
Travel mode structure optimisation based on behaviour change. Int. J. Wirel. Mob. Comput. 6 (3) (2013)
Changxi Ma, Yinzhen Li, Ruichun He, Fang Wu, Bo Qi, Qing Ye
Route optimisation models and algorithms for hazardous materials transportation under different environments. Int. J. Bio Inspired Comput. 5 (4) (2013)
Ruichun He, Changxi Ma, Yinzhen Li
Study on the hazardous materials' vehicle scheduling route based on uncertain operator. Int. J. Wirel. Mob. Comput. 6 (4) (2013)
Ruichun He, Changxi Ma, Yinzhen Li, Aixia Diao
Study on multi-objective travelling salesman problem for hazardous materials transportation based on improved genetic algorithm. Int. J. Comput. Sci. Math. 4 (2) (2013)
Changxi Ma, Yinzhen Li, Ruichun He, Fang Wu, Li Sun, Bo Qi
Multi-objective fuzzy optimisation method for emergency evacuation based on hybrid intelligence algorithm under fuzzy environment. Int. J. Comput. Appl. Technol. 46 (3) (2013)
Changxi Ma, Fang Wu, Bo Qi, Liang Gong, Li Wang, Xinlei An
Study on urban three-lane mixed traffic flow with buses based on the Nagel-Schreckenberg model. Int. J. Wirel. Mob. Comput. 6 (6) (2013)
Changxi Ma, Yinzhen Li, Ruichun He, Bo Qi, Fang Wu, Aixia Diao, Cunrui Ma
Latent ringlike road traffic control system based on compound mechanism particle swarm optimisation algorithm. Int. J. Model. Identif. Control. 18 (1) (2013)
Changxi Ma, Yinzhen Li, Ruichun He, Bo Qi, Aixia Diao
Research on location problem of emergency service facilities based on genetic-simulated annealing algorithm. Int. J. Wirel. Mob. Comput. 5 (2) (2012)
Changxi Ma, Yinzhen Li, Ruichun He, Gang Duan, Li Sun, Bo Qi
New optimisation model and fuzzy adaptive weighted genetic algorithm for hazardous material transportation. Int. J. Comput. Sci. Math. 3 (4) (2012)
Changxi Ma, Yinzhen Li, Ruichun He, Zhizhong Chen, Bo Qi, Aixia Diao
A new chaos particle swarm optimisation algorithm and its applications for transportation continuous network design problem. Int. J. Comput. Sci. Eng. 7 (2) (2012)
Xiao-ping Guang, Changxi Ma, Zi-Jiang Yang, You-hai Yang
Study on the Planning Method of Rail Transit in Valley-City. FSKD (3) (2009)
Fang Wu, Changxi Ma, Rong Lu
A Stochastic Constrained Programming Approach for Vendor Selection Problem. PACIIA (1) (2008)
Changxi Ma, Fang Wu, Rong Lu
Decision-Making Method of Hazardous Material Transportation Route Based on Particle Swarm Optimization Algorithm and Neural Network. PACIIA (2) (2008)