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Improving University Faculty Evaluations via multi-view Knowledge Graph 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 卷号: 117, 页码: 181-192
Authors:  Lin, Qika;  Zhu, Yifan;  Lu, Hao;  Shi, Kaize;  Niu, Zhendong
Favorite  |  View/Download:0/0  |  Submit date:2021/03/29
University faculty evaluation  Knowledge graph  Academic development prediction  E-learning  
Unified Cross-domain Classification via Geometric and Statistical Adaptations 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 9
Authors:  Liu, Weifeng;  Li, Jinfeng;  Liu, Baodi;  Guan, Weili;  Zhou, Yicong;  Xu, Changsheng
Favorite  |  View/Download:14/0  |  Submit date:2021/01/06
Domain adaptation  Statistical adaptation  Maximum mean discrepancy (MMD)  Geometric adaptation  Nystrom method  
Consensus Control of Leader-Following Multi-Agent Systems in Directed Topology With Heterogeneous Disturbances 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 423-431
Authors:  Wei, Qinglai;  Wang, Xin;  Zhong, Xiangnan;  Wu, Naiqi
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Consensus control  directed topology  external disturbance  multi-agent (MA) systems  
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
View  |  Adobe PDF(5636Kb)  |  Favorite  |  View/Download:39/3  |  Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.  
MGRL: Graph neural network based inference in a Markov network with Reinforcement Learning for visual navigation 期刊论文
Neurocomputing, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Li, Dong
View  |  Adobe PDF(976Kb)  |  Favorite  |  View/Download:34/2  |  Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model  
Computational Intelligence in Remote Sensing Image Registration: A survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 1-17
Authors:  Yue Wu;  Jun-Wei Liu;  Chen-Zhuo Zhu;  Zhuang-Fei Bai;  Qi-Guang Miao;  Wen-Ping Ma;  Mao-Guo Gong
View  |  Adobe PDF(995Kb)  |  Favorite  |  View/Download:6/2  |  Submit date:2021/02/23
Computational intelligence  evolutionary computation  neural network  deep learning  remote sensing image registration  
Hybrid Approach to Document Anomaly Detection: An Application to Facilitate RPA in Title Insurance 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 55-72
Authors:  Abhijit Guha;  Debabrata Samanta
View  |  Adobe PDF(1485Kb)  |  Favorite  |  View/Download:5/1  |  Submit date:2021/02/23
Anomaly detection  title insurance  autoencoder  one-class support vector machine (OSVM)  term frequency – inverse document frequency (TF-IDF)  robotic process automation  dimensionality reduction  
Property Preservation of Petri Synthesis Net Based Representation for Embedded Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 905-915
Authors:  Chuanliang Xia;  Chengdong Li
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Modeling  Petri nets  property preservation  subnet  synthesis  
An Effective Cloud Workflow Scheduling Approach Combining PSO and Idle Time Slot-Aware Rules 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1079-1094
Authors:  Yun Wang;  Xingquan Zuo
Adobe PDF(1309Kb)  |  Favorite  |  View/Download:5/1  |  Submit date:2021/04/09
Cloud computing  idle time slot  particle swarm optimization  task scheduling sequence  workflow scheduling  
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
Authors:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
Adobe PDF(18247Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)