Dewang Chen

According to our database, Dewang Chen authored at least 60 papers between 2001 and 2024.

Collaborative distances:

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

2024

Method on generating massive virtual driving curves for high-speed trains of the Cross-Taiwan Strait Railway and its statistical analysis.

Xiaoyu Zheng, Dewang Chen, Zhiming Lin, Liping Zhuang, Wendi Zhao

J. Supercomput., February, 2024

2023

DFLOWFS: Deep Fast-Learning Optimal Weight Fuzzy System with bottom-up hierarchical structure for high-dimensional data regression.

Dewang Chen, Jiali Zhou, Wenlin Tong, Lingkun Kong, Yuandong Chen

J. Intell. Fuzzy Syst., November, 2023

Width residual neuro fuzzy system based on random feature selection.

Dewang Chen, Lingkun Kong, Liangpeng Gao

J. Intell. Fuzzy Syst., November, 2023

Serial fuzzy system algorithm for predicting biological activity of anti-breast cancer compounds.

Wendi Zhao, Dewang Chen, Xiaoyu Zheng, Yuqi Lu

Appl. Intell., June, 2023

DSiV: Data Science for Intelligent Vehicles.

Junping Zhang, Jian Pu, Jie Chen, Haolin Fu, Yongzhi Tao, Shihmin Wang, Qi Chen, Yunfeng Xiao, Siming Chen, Yuan Cheng, Hongming Shan, Dewang Chen, Fei-Yue Wang

IEEE Trans. Intell. Veh., April, 2023

DAPSPNet: Deep Aggregation Pyramid Strip Pooling Network for Real-time and Accurate Segmentation.

Lin Wang, Gang Xiong, Fenghua Zhu, Hui Zhang, Dewang Chen

Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023

2022

Deep Trident Decomposition Network for Single License Plate Image Glare Removal.

Bo-Hao Chen, Shiting Ye, Jia-Li Yin, Hsiang-Yin Cheng, Dewang Chen

IEEE Trans. Intell. Transp. Syst., 2022

Deep patch learning algorithms with high interpretability for regression problems.

Yunhu Huang, Dewang Chen, Wendi Zhao, Yisheng Lv, Shiping Wang

Int. J. Intell. Syst., 2022

FLOWFS: Fast Learning-algorithm with Optimal Weights for Fuzzy Systems.

Dewang Chen, Wenlin Tong, Yunhu Huang, Lingxi Li, Jing Zhang

Int. J. Fuzzy Syst., 2022

Neuron-Network-Based Mixture Probability Model for Passenger Walking Time Distribution Estimation.

Hao Fang, Chi-Hua Chen, Dewang Chen, Feng-Jang Hwang

IEICE Trans. Inf. Syst., 2022

Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems.

Yunhu Huang, Dewang Chen, Wendi Zhao, Yisheng Lv

IEEE Access, 2022

Measurement Invariance Investigation for Performance of Deep Learning Architectures.

Dewang Chen, Yuqi Lu, Chih-Yu Hsu

IEEE Access, 2022

Automatic Generation Method for Large Virtual Driving Curves of Metro Trains with Complex Line Conditions.

Yunhu Huang, Dewang Chen, Wendi Zhao, Shaofeng Zheng, Yuqi Lu

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021

Online quantitative safety monitoring approach for unattended train operation system considering stochastic factors.

Ruijun Cheng, Yu Cheng, Dewang Chen, Haifeng Song

Reliab. Eng. Syst. Saf., 2021

2020

Forecasting the Short-Term Metro Ridership With Seasonal and Trend Decomposition Using Loess and LSTM Neural Networks.

Dewang Chen, Jianhua Zhang, Shixiong Jiang

IEEE Access, 2020

Single Image Glare Removal Using Deep Convolutional Networks.

Shiting Ye, Jia-Li Yin, Bo-Hao Chen, Dewang Chen, YunBing Wu

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Multi-Dimensional Traffic Congestion Detection Based on Fusion of Visual Features and Convolutional Neural Network.

Xiao Ke, Ling-Feng Shi, Wenzhong Guo, Dewang Chen

IEEE Trans. Intell. Transp. Syst., 2019

Intelligent Positioning Approach for High Speed Trains Based on Ant Colony Optimization and Machine Learning Algorithms.

Ruijun Cheng, Yongduan Song, Dewang Chen, Xiao-Ping Ma

IEEE Trans. Intell. Transp. Syst., 2019

Intelligent Safe Driving Methods Based on Hybrid Automata and Ensemble CART Algorithms for Multihigh-Speed Trains.

Ruijun Cheng, Wei Yu, Yongduan Song, Dewang Chen, Xiaoping Ma, Yu Cheng

IEEE Trans. Cybern., 2019

Intelligent driving methods based on sparse LSSVM and ensemble CART algorithms for high-speed trains.

Ruijun Cheng, Dewang Chen, Weilong Gai, Song Zheng

Comput. Ind. Eng., 2019

2018

Continuous-time constrained stochastic games with average criteria.

Wenzhao Zhang, Binfu Wang, Dewang Chen

Oper. Res. Lett., 2018

2017

Intelligent Localization of a High-Speed Train Using LSSVM and the Online Sparse Optimization Approach.

Ruijun Cheng, Yongduan Song, Dewang Chen, Long Chen

IEEE Trans. Intell. Transp. Syst., 2017

Parallel Control and Management for High-Speed Maglev Systems.

Dewang Chen, Jiateng Yin, Long Chen, Hongze Xu

IEEE Trans. Intell. Transp. Syst., 2017

A flexible and robust train operation model based on expert knowledge and online adjustment.

Chun-Yang Zhang, Dewang Chen, Jiateng Yin, Long Chen

Int. J. Wavelets Multiresolution Inf. Process., 2017

Intelligent driving methods based on expert knowledge and online optimization for high-speed trains.

Ruijun Cheng, Dewang Chen, Bao Cheng, Song Zheng

Expert Syst. Appl., 2017

2016

Efficient Real-Time Train Operation Algorithms With Uncertain Passenger Demands.

Jiateng Yin, Dewang Chen, Lixing Yang, Tao Tang, Bin Ran

IEEE Trans. Intell. Transp. Syst., 2016

Model-based verification method for solving the parameter uncertainty in the train control system.

Ruijun Cheng, Jin Zhou, Dewang Chen, Yongduan Song

Reliab. Eng. Syst. Saf., 2016

Position calculation models by neural computing and online learning methods for high-speed train.

Dewang Chen, Xiaojie Han, Ruijun Cheng, Lixing Yang

Neural Comput. Appl., 2016

A learning-based comprehensive evaluation model for traffic data quality in intelligent transportation systems.

Yidong Li, Dewang Chen

Multim. Tools Appl., 2016

Smart train operation algorithms based on expert knowledge and ensemble CART for the electric locomotive.

Jiateng Yin, Dewang Chen, Yidong Li

Knowl. Based Syst., 2016

Constraint local principal curve: Concept, algorithms and applications.

Dewang Chen, Jiateng Yin, Shiying Yang, Lingxi Li, Peter J. Pudney

J. Comput. Appl. Math., 2016

MapReduce based distributed learning algorithm for Restricted Boltzmann Machine.

Chun-Yang Zhang, C. L. Philip Chen, Dewang Chen, Kin Tek Ng

Neurocomputing, 2016

Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive.

Chun-Yang Zhang, Dewang Chen, Jiateng Yin, Long Chen

Adv. Eng. Informatics, 2016

2015

HAZOP Study on the CTCS-3 Onboard System.

Kaicheng Li, Xiaofei Yao, Dewang Chen, Lei Yuan, Datian Zhou

IEEE Trans. Intell. Transp. Syst., 2015

Position computation models for high-speed train based on support vector machine approach.

Dewang Chen, Lijuan Wang, Lingxi Li

Appl. Soft Comput., 2015

2014

Intelligent Train Operation Algorithms for Subway by Expert System and Reinforcement Learning.

Jiateng Yin, Dewang Chen, Lingxi Li

IEEE Trans. Intell. Transp. Syst., 2014

Theme Classification and Analysis of Core Articles Published in IEEE Transactions on Intelligent Transportation Systems From 2010 to 2013.

Shaohu Tang, Zhengxi Li, Dewang Chen, Zhaomeng Chen, Wenli Liu, Xiaoming Liu, Lingxi Li, Xiaobo Shi

IEEE Trans. Intell. Transp. Syst., 2014

Hierarchical Modeling and Verification for High-speed Train Control Center by Time Automation.

Lei Yuan, Shiying Yang, Dewang Chen, Kaicheng Li

J. Softw., 2014

Modeling and Verification for Track Circuit Encoding in Train Control Center Based on UML and TA.

Lei Yuan, Lijuan Wang, Dewang Chen, Amie R. Albrecht

J. Softw., 2014

A Greedy Algorithm for Constraint Principal Curves.

Shiying Yang, Dewang Chen, Xiangyu Zeng, Peter J. Pudney

J. Comput., 2014

Least-Squares Based and Gradient Based Iterative Parameter Estimation Algorithms for a Class of Linear-in-Parameters Multiple-Input Single-Output Output Error Systems.

Cheng Wang, Tao Tang, Dewang Chen

J. Appl. Math., 2014

Online adjusting subway timetable by q-learning to save energy consumption in uncertain passenger demand.

Jiateng Yin, Dewang Chen, Wentian Zhao, Long Chen

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Using maximum power to save energy.

Amie R. Albrecht, Phil G. Howlett, Peter J. Pudney, Xuan Vu, Peng Zhou, Dewang Chen

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013

Online Learning Algorithms for Train Automatic Stop Control Using Precise Location Data of Balises.

Dewang Chen, Rong Chen, Yidong Li, Tao Tang

IEEE Trans. Intell. Transp. Syst., 2013

Road link traffic speed pattern mining in probe vehicle data via soft computing techniques.

Dewang Chen, Long Chen, Jing Liu

Appl. Soft Comput., 2013

2012

An integrated error-detecting method based on expert knowledge for GPS data points measured in Qinghai-Tibet Railway.

Dewang Chen, Tao Tang, Fang Cao, Baigen Cai

Expert Syst. Appl., 2012

Soft computing methods applied to train station parking in urban rail transit.

Dewang Chen, Chunhai Gao

Appl. Soft Comput., 2012

2011

Expert System Applied to High-Speed Railway Track Circuit Coding and Its Simulation.

Yan Li, Dewang Chen, Xuan S. Yang

Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

2010

Modeling and Algorithms of GPS Data Reduction for the Qinghai-Tibet Railway.

Dewang Chen, Yun-Shan Fu, Baigen Cai, Ya-Xiang Yuan

IEEE Trans. Intell. Transp. Syst., 2010

Modeling and Algorithms on Releasing Range of Traffic Guidance Information.

Lijun Pei, Dewang Chen

J. Comput., 2010

A Riemannian Distance Approach for Constructing Principal Curves.

Junping Zhang, Uwe Krüger, Xiaodan Wang, Dewang Chen

Int. J. Neural Syst., 2010

Practical travel time prediction algorithms based on neural network and data fusion for urban expressway.

Dewang Chen, Kun Zhang, Tao Liao

Proceedings of the Sixth International Conference on Natural Computation, 2010

2008

Adaptive Constraint K-Segment Principal Curves for Intelligent Transportation Systems.

Junping Zhang, Dewang Chen, Uwe Krüger

IEEE Trans. Intell. Transp. Syst., 2008

An Information Fusion Algorithm for Multiple GPS Track Data.

Dewang Chen, Baigen Cai, Tao Tang

Proceedings of the Fourth International Conference on Natural Computation, 2008

2006

Constraint K-Segment Principal Curves.

Junping Zhang, Dewang Chen

Proceedings of the Intelligent Computing, 2006

2005

Validation and Comparison of Microscopic Car-Following Models Using Beijing Traffic Flow Data.

Dewang Chen, Yueming Yuan, Baiheng Li, Jianping Wu

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004

Freeway traffic stream modeling based on principal curves and its analysis.

Dewang Chen, Junping Zhang, Shuming Tang, Jue Wang

IEEE Trans. Intell. Transp. Syst., 2004

2001

Study on the loop control structure of traffic flow based on self-organization theory.

Xiaoming Liu, Dewang Chen, Xiaoyan Gong, Shuming Tang, Wei Xu, Fan Wu, Feiyue Wang

Proceedings of the IEEE International Conference on Systems, 2001

Initial investigation on traffic flow characteristics of Beijing No.3 loop highway.

Xiaoyan Gong, Dewang Chen, Xiaoming Liu, Shuming Tang, F. Wang

Proceedings of the IEEE International Conference on Systems, 2001

On criteria of setting intersection traffic light based on self-organizing theory.

Dewang Chen, Xiaoming Liu, David Lucas, Xiaoyan Gong, Suming Tan

Proceedings of the IEEE International Conference on Systems, 2001