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Knowledge Commons of Institute of Automation,CAS
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Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors:
Mei-Ling Wang
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Submit date:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 1-18
Authors:
Hong Qiao
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Submit date:2023/01/18
Brain-inspired intelligent robot
software and hardware
decision making
muscle control
cognitive intelligence
Loop Closure Detection via Locality Preserving Matching With Global Consensus
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors:
Jiayi Ma
;
Kaining Zhang
;
Junjun Jiang
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Submit date:2023/01/16
Feature matching
locality preserving matching
loop closure detection
SLAM
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
Authors:
Wentao Mao
;
Gangsheng Wang
;
Linlin Kou
;
Xihui Liang
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Submit date:2023/01/16
Anomaly detection
domain adaptation
domain-adversarial training
one-class classification
transfer learning
A Survey on Negative Transfer
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
Authors:
Wen Zhang
;
Lingfei Deng
;
Lei Zhang
;
Dongrui Wu
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Submit date:2023/01/16
Domain adaptation
domain similarity
negative transfer
positive transfer
transfer learning
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors:
Ahmad Chaddad
;
Qizong Lu
;
Jiali Li
;
Yousef Katib
;
Reem Kateb
;
Camel Tanougast
;
Ahmed Bouridane
;
Ahmed Abdulkadir
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Submit date:2023/03/22
Domain adaptation
explainable artificial intelligence
federated learning
A Novel Parameter-Optimized Recurrent Attention Network for Pipeline Leakage Detection
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1064-1076
Authors:
Tong Sun
;
Chuang Wang
;
Hongli Dong
;
Yina Zhou
;
Chuang Guan
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Submit date:2023/03/22
Anomaly-attention mechanism (AM)
long short-term memory (LSTM)
parameter-optimized recurrent attention network (PRAN)
particle swarm optimization (PSO)
pipeline leakage detection (PLD)
面向微观连接组学的神经结构三维重建算法研究
学位论文
, 2022
Authors:
洪贝
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Submit date:2023/01/11
神经结构
连接组学
电子显微镜图像
三维重建
自动分割算法
基于图模型的非受控环境生物特征识别方法研究
学位论文
, 2022
Authors:
任民
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Submit date:2022/12/13
生物特征识别,图模型,非受控环境,特征表达,对抗鲁棒性
Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes
期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23
Authors:
Hong,Bei
;
Liu,Jing
;
Zhai,Hao
;
Liu,Jiazheng
;
Shen,Lijun
;
Chen,Xi
;
Xie,Qiwei
;
Han,Hua
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Submit date:2022/11/14
Connectomics
Reconstruction
Connectivity concept
Joint optimization
Electron microscope volumes