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Group Multi-Role Assignment With Conflicting Roles and Agents 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1498-1510
作者:  Haibin Zhu
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Agents  environments-classes, agents, roles, groups, and objects (E-CARGO) model  group multi-role assignment (GMRA)  group role assignment with constraints (GRA+)  roles  role-based collaboration (RBC)  
Reinforcement Learning Based Data Fusion Method for Multi-Sensors 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1489-1497
作者:  Tongle Zhou;  Mou Chen;  Jie Zou
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Air combat  cubic B-spline interpolation  data fusion  reinforcement learning  
Simulation and Field Testing of Multiple Vehicles Collision Avoidance Algorithms 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1045-1063
作者:  Chaoyue Zu;  Chao Yang;  Jian Wang;  Wenbin Gao;  Dongpu Cao;  Fei-Yue Wang
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Collision avoidance  intelligent vehicles  inter-vehicle communication  simulation  testing  trajectory planning  
Solving Multitrip Pickup and Delivery Problem With Time Windows and Manpower Planning Using Multiobjective Algorithms 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1134-1153
作者:  Jiahai Wang;  Yuyan Sun;  Zizhen Zhang;  Shangce Gao
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Adaptive neighborhood selection  manpower planning  multiobjective optimization  multitrip  pickup and delivery problem with time windows  
Convolutional Multi-Head Self-Attention on Memory for Aspect Sentiment Classification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1038-1044
作者:  Yaojie Zhang;  Bing Xu;  Tiejun Zhao
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Aspect sentiment classification  deep learning  memory network  sentiment analysis (SA)  
AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者:  Mohammadhossein Ghahramani;  Yan Qiao;  MengChu Zhou;  Adrian O’Hagan;  James Sweeney
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Artificial intelligence (AI)  cyber physical systems  feature selection  genetic algorithms (GA)  industrial internet of things (IIOT)  machine learning  neural network (NN)  smart manufacturing  
Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者:  Haowei Lin;  Bo Zhao;  Derong Liu;  Cesare Alippi
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Adaptive dynamic programming (ADP)  critic neural network  data-based  fault tolerant control (FTC)  particle swarm optimization (PSO)  
Deep Learning and Time Series-to-Image Encoding for Financial Forecasting 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 683-693
作者:  Silvio Barra;  Salvatore Mario Carta;  Andrea Corriga;  Alessandro Sebastian Podda;  Diego Reforgiato Recupero
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Convolutional neural networks (CNNs)  ensemble of CNNs  financial forecasting  Gramian angular fields (GAF) imaging  
Scalable Distributed Sensor Fault Diagnosis for Smart Buildings 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 638-655
作者:  Panayiotis M. Papadopoulos;  Vasso Reppa;  Marios M. Polycarpou;  Christos G. Panayiotou
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Building automation  fault diagnosis  fault location  smart homes  
BAS-ADAM: An ADAM Based Approach to Improve the Performance of Beetle Antennae Search Optimizer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 461-471
作者:  Ameer Hamza Khan;  Xinwei Cao;  Shuai Li;  Vasilios N. Katsikis;  Liefa Liao
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Adaptive moment estimation (ADAM)  Beetle antennae search (BAM)  gradient estimation  metaheuristic optimization  nature-inspired algorithms  neural network