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Knowledge Commons of Institute of Automation,CAS
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Fighting fire with fire: A spatial-frequency ensemble relation network with generative adversarial learning for adversarial image classification
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 页码: 41
Authors:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Wang, Fei-Yue
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View/Download:8/0
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Submit date:2021/03/08
adversarial examples
ensemble learning
generative adversarial learning
image classification
meta-learning
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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Adobe PDF(5636Kb)
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View/Download:40/3
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Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.
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
Orientation Field Code Hashing: A Novel Method for Fast Palmprint Identification
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1038-1051
Authors:
Xi Chen
;
Ming Yu
;
Feng Yue
;
Bin Li
Adobe PDF(9258Kb)
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View/Download:5/0
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Submit date:2021/04/09
Biometric system
hashing
orientation feature
palmprint identification
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:11/1
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Submit date:2021/04/09
Graph convolution network
long-short term memory network
stock market forecasting
variational autoencoder (VAE)
Deep Learning for EMG-based Human-Machine Interaction: A Review
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:
Dezhen Xiong
;
Daohui Zhang
;
Xingang Zhao
;
Yiwen Zhao
Adobe PDF(3921Kb)
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Submit date:2021/04/09
Accuracy
deep learning
electromyography (EMG)
human-machine interaction (HMI)
robustness
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
Authors:
Wen-Ran Zhang
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Submit date: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
Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
Authors:
Shiming Liu
;
Yifan Xia
;
Zhusheng Shi
;
Hui Yu
;
Zhiqiang Li
;
Jianguo Lin
Adobe PDF(6784Kb)
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Submit date:2021/04/09
Data-driven deep learning
deep learning
deep neural network (DNN)
intelligent manufacturing
machine learning
sheet metal forming
springback
theory-guided deep learning
theory-guided regularization
An Overview of Recommendation Techniques and Their Applications in Healthcare
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717
Authors:
Wenbin Yue
;
Zidong Wang
;
Jieyu Zhang
;
Xiaohui Liu
Adobe PDF(1958Kb)
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Submit date:2021/04/09
Collaborative filtering (CF)
content-based recommendation
healthcare
recommendation system (RS)
NeuroBiometric: An Eye Blink Based Biometric Authentication System Using an Event-Based Neuromorphic Vision Sensor
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 206-218
Authors:
Guang Chen
;
Fa Wang
;
Xiaoding Yuan
;
Zhijun Li
;
Zichen Liang
;
Alois Knoll
Adobe PDF(12192Kb)
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View/Download:0/0
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Submit date:2021/04/09
Biometrics
biometric autentication
event-based vision
neuromorphic vision