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Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 4649-4659
Authors:  Peng, Xinyu;  Li, Li;  Wang, Fei-Yue
Favorite  |  View/Download:49/0  |  Submit date:2021/01/06
Training  Convergence  Approximation algorithms  Stochastic processes  Estimation  Optimization  Acceleration  Batch selection  machine learning  minibatch stochastic gradient descent (SGD)  speed of convergence  
Parallel reinforcement learning-based energy efficiency improvement for a cyber-physical system 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 2, 页码: 617-626
Authors:  Liu, Teng;  Tian, Bin;  Ai, Yunfeng;  Wang, Fei-Yue
Favorite  |  View/Download:89/0  |  Submit date:2020/06/02
Bidirectional long short-term memory (LSTM) network  cyber-physical system (CPS)  energy management  parallel system  reinforcement learning (RL)  
Parallel End-to-End Autonomous Mining: An IoT-Oriented Approach 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 2, 页码: 1011-1023
Authors:  Gao, Yu;  Ai, Yunfeng;  Tian, Bin;  Chen, Long;  Wang, Jian;  Cao, Dongpu;  Wang, Fei-Yue
Favorite  |  View/Download:88/0  |  Submit date:2020/06/02
Data mining  Transportation  Internet of Things  Mining equipment  Safety  Decision making  Artificial societies (A) for modeling  computational experiments (C) for analysis  and parallel execution (P) for control (ACP) approach  autonomous truck  decision making  Internet of Things (IoT)  management and control  parallel mines  
The ParallelEye Dataset: A Large Collection of Virtual Images for Traffic Vision Research 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 6, 页码: 2072-2084
Authors:  Li, Xuan;  Wang, Kunfeng;  Tian, Yonglin;  Yan, Lan;  Deng, Fang;  Wang, Fei-Yue
Favorite  |  View/Download:127/0  |  Submit date:2019/07/11
Traffic vision  complex environments  parallel vision  artificial scenes  ParallelEye  virtual dataset  
Driver Lane Change Intention Inference for Intelligent Vehicles: Framework, Survey, and Challenges 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 5, 页码: 4377-4390
Authors:  Xing, Yang;  Lv, Chen;  Wang, Huaji;  Wang, Hong;  Ai, Yunfeng;  Cao, Dongpu;  Velenis, Efstathios;  Wang, Fei-Yue
Favorite  |  View/Download:122/0  |  Submit date:2019/07/11
Intelligent vehicle  ADAS  lane change  driver intention  parallel driving  
Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2019, 卷号: 6, 期号: 1, 页码: 1079-1089
Authors:  Han, Shuangshuang;  Wang, Xiao;  Zhang, Jun Jason;  Cao, Dongpu;  Wang, Fei-Yue
Adobe PDF(1880Kb)  |  Favorite  |  View/Download:135/16  |  Submit date:2019/07/12
Cyber-social-physical system (CPSS)  Internet of Vehicles (IoV)  parallel system  social networks  
Parallel testing of vehicle intelligence via virtual-real interaction 期刊论文
Science Robotics, 2019, 卷号: 4, 期号: 28, 页码: eaaw4106
Authors:  Li Li;  Xiao Wang;  Kunfeng Wang;  Yilun Lin;  Jingmin Xin;  Long Chen;  Linhai Xu;  Bin Tian;  Yunfeng Ai;  Jian Wang;  Dongpu Cao;  Yuehu Liu;  Chenghong Wang;  Nanning Zheng;  Fei-Yue Wang
Adobe PDF(332Kb)  |  Favorite  |  View/Download:486/260  |  Submit date:2019/05/07
Artificial Intelligence  Intelligent Vehicle  
Parallel Control of Distributed Parameter Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3291-3301
Authors:  Song, Yuhua;  He, Xiuyu;  Liu, Zhijie;  He, Wei;  Sun, Changyin;  Wang, Fei-Yue
Favorite  |  View/Download:153/0  |  Submit date:2019/01/08
Artificial system  data-driven  distributed parameter system  flexible structure  parallel control  
A Survey of Cognitive Architectures in the Past 20 Years 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3280-3290
Authors:  Ye, Peijun;  Wang, Tao;  Wang, Fei-Yue
Adobe PDF(734Kb)  |  Favorite  |  View/Download:470/188  |  Submit date:2019/01/08
Agent  artificial intelligence (Al)  cognitive architecture (CA)  survey