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Knowledge Commons of Institute of Automation,CAS
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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
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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
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View/Download:14/0
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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
Adobe PDF(4423Kb)
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View/Download:3/0
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Submit date:2021/03/08
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
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View/Download:39/3
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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
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Adobe PDF(976Kb)
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View/Download:34/2
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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
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Adobe PDF(995Kb)
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View/Download:6/2
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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
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Adobe PDF(1485Kb)
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View/Download:5/1
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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
Adobe PDF(1761Kb)
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Submit date:2021/04/09
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)
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View/Download:5/1
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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)
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View/Download:4/0
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Submit date:2021/04/09
Graph convolution network
long-short term memory network
stock market forecasting
variational autoencoder (VAE)