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Collective Entity Alignment for Knowledge Fusion of Power Grid Dispatching Knowledge Graphs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 9, 期号: 11, 页码: 1-15
作者:  Yang, Linyao;  Lv, Chen;  Wang, Xiao;  Qiao, Ji;  Ding, Weiping;  Zhang, Jun;  Wang, Fei-Yue
Adobe PDF(1600Kb)  |  收藏  |  浏览/下载：216/29  |  提交时间：2022/06/15
entity alignment  integer programming  knowledge fusion  knowledge graph embedding  power dispatch  
An Optimal Control Strategy for Multi-UAVs Target Tracking and Cooperative Competition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1931-1947
作者:  Yiguo Yang;  Liefa Liao;  Hong Yang;  Shuai Li
Adobe PDF(5876Kb)  |  收藏  |  浏览/下载：174/42  |  提交时间：2021/09/03
Artificial potential field (APF)  fuzzy control  higher-order differentiator  optimal control strategy  winner-take-all (WTA)  
MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者:  Ke Zhang;  Yukun Su;  Xiwang Guo;  Liang Qi;  Zhenbing Zhao
Adobe PDF(13892Kb)  |  收藏  |  浏览/下载：132/22  |  提交时间：2021/09/03
Attention U-Net connection  encoder-decoder architecture  facial attribute editing  multi-attention mechanism  
Dual-Objective Mixed Integer Linear Program and Memetic Algorithm for an Industrial Group Scheduling Problem 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1199-1209
作者:  Ziyan Zhao;  Shixin Liu;  MengChu Zhou;  Abdullah Abusorrah
Adobe PDF(2797Kb)  |  收藏  |  浏览/下载：192/51  |  提交时间：2021/06/11
Insertion-based local search  iterated greedy algorithm  machine learning, memetic algorithm  nondominated sorting genetic algorithm II (NSGA-II), production scheduling  
CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1177-1187
作者:  A. A. M. Muzahid;  Wanggen Wan;  Ferdous Sohel;  Lianyao Wu;  Li Hou
Adobe PDF(3792Kb)  |  收藏  |  浏览/下载：180/34  |  提交时间：2021/06/11
3D shape analysis  convolutional neural network  DNNs  object classification  volumetric CNN  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
Adobe PDF(18247Kb)  |  收藏  |  浏览/下载：185/22  |  提交时间：2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
作者:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
Adobe PDF(7675Kb)  |  收藏  |  浏览/下载：170/35  |  提交时间：2021/04/09
Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
Ground-0 Axioms vs. First Principles and Second Law: From the Geometry of Light and Logic of Photon to Mind-Light-Matter Unity-AI&QI 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 534-553
作者:  Wen-Ran Zhang
Adobe PDF(20155Kb)  |  收藏  |  浏览/下载：180/17  |  提交时间：2021/04/09
Analytical quantum computing  bipolar fuzzy sets  bipolar quantum agents  business intelligence  cognitive neuroscience  dynamic equilibrium  Einstein-Bohr debate  information conservational computing/cryptography  computational psychiatry, international relations  logically definable causality  quantum intelligence  quantum-neuro-fuzzy AI, human level AI&QI  quantum superposition/entanglement  white-box brain model  
A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
作者:  Chuang Chen;  Ningyun Lu;  Bin Jiang;  Cunsong Wang
Adobe PDF(1855Kb)  |  收藏  |  浏览/下载：197/69  |  提交时间：2021/04/09
Long short-term memory (LSTM) network  predictive maintenance  remaining useful life (RUL) estimation  risk-averse adaptation  support vector regression (SVR)