Dewang Chen

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 39

Top Topics

Learning Algorithm

Comprehensive Evaluation Model

Expert Knowledge

Top Venues

IEEE Trans. Intell. Transp. Syst.

Reliab. Eng. Syst. Saf.

Publications

Ruijun Cheng, Dewang Chen, Xiaoping Ma, Yu Cheng, Huize Cheng
Intelligent Quantitative Safety Monitoring Approach for ATP Using LSSVM and Probabilistic Model Checking Considering Imperfect Fault Coverage. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Xiaoyu Zheng, Dewang Chen, Zhiming Lin, Liping Zhuang, Wendi Zhao
Method on generating massive virtual driving curves for high-speed trains of the Cross-Taiwan Strait Railway and its statistical analysis. J. Supercomput. 80 (3) (2024)
Xiang Wang, Weikang Deng, Zhenyu Meng, Dewang Chen
Hybrid-attention mechanism based heterogeneous graph representation learning. Expert Syst. Appl. 250 (2024)
Zhenyu Meng, Xin Lin, Dewang Chen
ACD-DE: An adaptive cluster division Differential Evolution for mitigating population diversity deficiency. Inf. Sci. 679 (2024)
Dewang Chen, Jiali Zhou, Wenlin Tong, Lingkun Kong, Yuandong Chen
DFLOWFS: Deep Fast-Learning Optimal Weight Fuzzy System with bottom-up hierarchical structure for high-dimensional data regression. J. Intell. Fuzzy Syst. 45 (5) (2023)
Wendi Zhao, Dewang Chen, Xiaoyu Zheng, Yuqi Lu
Serial fuzzy system algorithm for predicting biological activity of anti-breast cancer compounds. Appl. Intell. 53 (11) (2023)
Lin Wang, Gang Xiong, Fenghua Zhu, Hui Zhang, Dewang Chen
DAPSPNet: Deep Aggregation Pyramid Strip Pooling Network for Real-time and Accurate Segmentation. DTPI (2023)
Dewang Chen, Lingkun Kong, Liangpeng Gao
Width residual neuro fuzzy system based on random feature selection. J. Intell. Fuzzy Syst. 45 (5) (2023)
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
DSiV: Data Science for Intelligent Vehicles. IEEE Trans. Intell. Veh. 8 (4) (2023)
Yuandong Chen, Jinhao Pang, Zhen Jiang, Yuchen Gou, Dewang Chen
A novel variable drive modelling approach for general framework of chemical production scheduling. Int. J. Simul. Process. Model. 21 (1) (2023)
Bo-Hao Chen, Shiting Ye, Jia-Li Yin, Hsiang-Yin Cheng, Dewang Chen
Deep Trident Decomposition Network for Single License Plate Image Glare Removal. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Yunhu Huang, Dewang Chen, Wendi Zhao, Shaofeng Zheng, Yuqi Lu
Automatic Generation Method for Large Virtual Driving Curves of Metro Trains with Complex Line Conditions. ITSC (2022)
Dewang Chen, Wenlin Tong, Yunhu Huang, Lingxi Li, Jing Zhang
FLOWFS: Fast Learning-algorithm with Optimal Weights for Fuzzy Systems. Int. J. Fuzzy Syst. 24 (7) (2022)
Yunhu Huang, Dewang Chen, Wendi Zhao, Yisheng Lv, Shiping Wang
Deep patch learning algorithms with high interpretability for regression problems. Int. J. Intell. Syst. 37 (11) (2022)
Yunhu Huang, Dewang Chen, Wendi Zhao, Yisheng Lv
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems. IEEE Access 10 (2022)
Hao Fang, Chi-Hua Chen, Dewang Chen, Feng-Jang Hwang
Neuron-Network-Based Mixture Probability Model for Passenger Walking Time Distribution Estimation. IEICE Trans. Inf. Syst. (5) (2022)
Dewang Chen, Yuqi Lu, Chih-Yu Hsu
Measurement Invariance Investigation for Performance of Deep Learning Architectures. IEEE Access 10 (2022)
Ruijun Cheng, Yu Cheng, Dewang Chen, Haifeng Song
Online quantitative safety monitoring approach for unattended train operation system considering stochastic factors. Reliab. Eng. Syst. Saf. 216 (2021)
Dewang Chen, Jianhua Zhang, Shixiong Jiang
Forecasting the Short-Term Metro Ridership With Seasonal and Trend Decomposition Using Loess and LSTM Neural Networks. IEEE Access 8 (2020)
Shiting Ye, Jia-Li Yin, Bo-Hao Chen, Dewang Chen, YunBing Wu
Single Image Glare Removal Using Deep Convolutional Networks. ICIP (2020)
Ruijun Cheng, Dewang Chen, Weilong Gai, Song Zheng
Intelligent driving methods based on sparse LSSVM and ensemble CART algorithms for high-speed trains. Comput. Ind. Eng. 127 (2019)
Ruijun Cheng, Wei Yu, Yongduan Song, Dewang Chen, Xiaoping Ma, Yu Cheng
Intelligent Safe Driving Methods Based on Hybrid Automata and Ensemble CART Algorithms for Multihigh-Speed Trains. IEEE Trans. Cybern. 49 (10) (2019)
Ruijun Cheng, Yongduan Song, Dewang Chen, Xiao-Ping Ma
Intelligent Positioning Approach for High Speed Trains Based on Ant Colony Optimization and Machine Learning Algorithms. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Xiao Ke, Ling-Feng Shi, Wenzhong Guo, Dewang Chen
Multi-Dimensional Traffic Congestion Detection Based on Fusion of Visual Features and Convolutional Neural Network. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Wenzhao Zhang, Binfu Wang, Dewang Chen
Continuous-time constrained stochastic games with average criteria. Oper. Res. Lett. 46 (1) (2018)
Dewang Chen, Jiateng Yin, Long Chen, Hongze Xu
Parallel Control and Management for High-Speed Maglev Systems. IEEE Trans. Intell. Transp. Syst. 18 (2) (2017)
Ruijun Cheng, Yongduan Song, Dewang Chen, Long Chen
Intelligent Localization of a High-Speed Train Using LSSVM and the Online Sparse Optimization Approach. IEEE Trans. Intell. Transp. Syst. 18 (8) (2017)
Chun-Yang Zhang, Dewang Chen, Jiateng Yin, Long Chen
A flexible and robust train operation model based on expert knowledge and online adjustment. Int. J. Wavelets Multiresolution Inf. Process. 15 (3) (2017)
Ruijun Cheng, Dewang Chen, Bao Cheng, Song Zheng
Intelligent driving methods based on expert knowledge and online optimization for high-speed trains. Expert Syst. Appl. 87 (2017)
Yidong Li, Dewang Chen
A learning-based comprehensive evaluation model for traffic data quality in intelligent transportation systems. Multim. Tools Appl. 75 (19) (2016)
Ruijun Cheng, Jin Zhou, Dewang Chen, Yongduan Song
Model-based verification method for solving the parameter uncertainty in the train control system. Reliab. Eng. Syst. Saf. 145 (2016)
Jiateng Yin, Dewang Chen, Yidong Li
Smart train operation algorithms based on expert knowledge and ensemble CART for the electric locomotive. Knowl. Based Syst. 92 (2016)
Dewang Chen, Jiateng Yin, Shiying Yang, Lingxi Li, Peter J. Pudney
Constraint local principal curve: Concept, algorithms and applications. J. Comput. Appl. Math. 298 (2016)
Chun-Yang Zhang, Dewang Chen, Jiateng Yin, Long Chen
Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive. Adv. Eng. Informatics 30 (3) (2016)
Jiateng Yin, Dewang Chen, Lixing Yang, Tao Tang, Bin Ran
Efficient Real-Time Train Operation Algorithms With Uncertain Passenger Demands. IEEE Trans. Intell. Transp. Syst. 17 (9) (2016)
Chun-Yang Zhang, C. L. Philip Chen, Dewang Chen, Kin Tek Ng
MapReduce based distributed learning algorithm for Restricted Boltzmann Machine. Neurocomputing 198 (2016)
Dewang Chen, Xiaojie Han, Ruijun Cheng, Lixing Yang
Position calculation models by neural computing and online learning methods for high-speed train. Neural Comput. Appl. 27 (6) (2016)
Kaicheng Li, Xiaofei Yao, Dewang Chen, Lei Yuan, Datian Zhou
HAZOP Study on the CTCS-3 Onboard System. IEEE Trans. Intell. Transp. Syst. 16 (1) (2015)
Dewang Chen, Lijuan Wang, Lingxi Li
Position computation models for high-speed train based on support vector machine approach. Appl. Soft Comput. 30 (2015)
Jiateng Yin, Dewang Chen, Wentian Zhao, Long Chen
Online adjusting subway timetable by q-learning to save energy consumption in uncertain passenger demand. ITSC (2014)
Cheng Wang, Tao Tang, Dewang Chen
Least-Squares Based and Gradient Based Iterative Parameter Estimation Algorithms for a Class of Linear-in-Parameters Multiple-Input Single-Output Output Error Systems. J. Appl. Math. 2014 (2014)
Lei Yuan, Shiying Yang, Dewang Chen, Kaicheng Li
Hierarchical Modeling and Verification for High-speed Train Control Center by Time Automation. J. Softw. 9 (6) (2014)
Amie R. Albrecht, Phil G. Howlett, Peter J. Pudney, Xuan Vu, Peng Zhou, Dewang Chen
Using maximum power to save energy. ITSC (2014)
Shaohu Tang, Zhengxi Li, Dewang Chen, Zhaomeng Chen, Wenli Liu, Xiaoming Liu, Lingxi Li, Xiaobo Shi
Theme Classification and Analysis of Core Articles Published in IEEE Transactions on Intelligent Transportation Systems From 2010 to 2013. IEEE Trans. Intell. Transp. Syst. 15 (6) (2014)
Lei Yuan, Lijuan Wang, Dewang Chen, Amie R. Albrecht
Modeling and Verification for Track Circuit Encoding in Train Control Center Based on UML and TA. J. Softw. 9 (10) (2014)
Jiateng Yin, Dewang Chen, Lingxi Li
Intelligent Train Operation Algorithms for Subway by Expert System and Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 15 (6) (2014)
Shiying Yang, Dewang Chen, Xiangyu Zeng, Peter J. Pudney
A Greedy Algorithm for Constraint Principal Curves. J. Comput. 9 (5) (2014)
Dewang Chen, Long Chen, Jing Liu
Road link traffic speed pattern mining in probe vehicle data via soft computing techniques. Appl. Soft Comput. 13 (9) (2013)
Dewang Chen, Rong Chen, Yidong Li, Tao Tang
Online Learning Algorithms for Train Automatic Stop Control Using Precise Location Data of Balises. IEEE Trans. Intell. Transp. Syst. 14 (3) (2013)
Dewang Chen, Tao Tang, Fang Cao, Baigen Cai
An integrated error-detecting method based on expert knowledge for GPS data points measured in Qinghai-Tibet Railway. Expert Syst. Appl. 39 (2) (2012)
Dewang Chen, Chunhai Gao
Soft computing methods applied to train station parking in urban rail transit. Appl. Soft Comput. 12 (2) (2012)
Yan Li, Dewang Chen, Xuan S. Yang
Expert System Applied to High-Speed Railway Track Circuit Coding and Its Simulation. AICI (1) (2011)
Junping Zhang, Uwe Krüger, Xiaodan Wang, Dewang Chen
A Riemannian Distance Approach for Constructing Principal Curves. Int. J. Neural Syst. 20 (3) (2010)
Dewang Chen, Kun Zhang, Tao Liao
Practical travel time prediction algorithms based on neural network and data fusion for urban expressway. ICNC (2010)
Lijun Pei, Dewang Chen
Modeling and Algorithms on Releasing Range of Traffic Guidance Information. J. Comput. 5 (12) (2010)
Dewang Chen, Yun-Shan Fu, Baigen Cai, Ya-Xiang Yuan
Modeling and Algorithms of GPS Data Reduction for the Qinghai-Tibet Railway. IEEE Trans. Intell. Transp. Syst. 11 (3) (2010)
Junping Zhang, Dewang Chen, Uwe Krüger
Adaptive Constraint K-Segment Principal Curves for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 9 (4) (2008)
Dewang Chen, Baigen Cai, Tao Tang
An Information Fusion Algorithm for Multiple GPS Track Data. ICNC (6) (2008)
Junping Zhang, Dewang Chen
Constraint K-Segment Principal Curves. ICIC (1) (2006)
Dewang Chen, Yueming Yuan, Baiheng Li, Jianping Wu
Validation and Comparison of Microscopic Car-Following Models Using Beijing Traffic Flow Data. FSKD (2) (2005)
Dewang Chen, Junping Zhang, Shuming Tang, Jue Wang
Freeway traffic stream modeling based on principal curves and its analysis. IEEE Trans. Intell. Transp. Syst. 5 (4) (2004)
Xiaoyan Gong, Dewang Chen, Xiaoming Liu, Shuming Tang, F. Wang
Initial investigation on traffic flow characteristics of Beijing No.3 loop highway. SMC (2001)
Xiaoming Liu, Dewang Chen, Xiaoyan Gong, Shuming Tang, Wei Xu, Fan Wu, Feiyue Wang
Study on the loop control structure of traffic flow based on self-organization theory. SMC (2001)
Dewang Chen, Xiaoming Liu, David Lucas, Xiaoyan Gong, Suming Tan
On criteria of setting intersection traffic light based on self-organizing theory. SMC (2001)