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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Variational deep embedding-based active learning for the diagnosis of pneumonia
期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
Authors:
Huang, Jian
;
Ding, Wen
;
Zhang, Jiarun
;
Li, Zhao
;
Shu, Ting
;
Kuosmanen, Pekka
;
Zhou, Guanqun
;
Zhou, Chuan
;
Yu, Gang
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View/Download:33/0
  |  
Submit date:2023/02/07
pneumonia diagnosis
active learning
variational autoencoders
brain-like computing
human-centric computing
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
Authors:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
;
Ma, Xiaoshuang
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View/Download:37/0
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Submit date:2023/02/07
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Online Active Learning for Drifting Data Streams
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:
Liu, Sanmin
;
Xue, Shan
;
Wu, Jia
;
Zhou, Chuan
;
Yang, Jian
;
Li, Zhao
;
Cao, Jie
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View/Download:85/0
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Submit date:2022/04/02
Labeling
Data models
Uncertainty
Biological system modeling
Computational modeling
Cognition
Adaptation models
Active learning
concept drift
data stream classification
online incremental learning
Molecular Sparse Representation by a 3D Ellipsoid Radial Basis Function Neural Network via L1 Regularization
期刊论文
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2020, 卷号: 60, 期号: 12, 页码: 6054-6064
Authors:
Gui, Sheng
;
Chen, Zhaodi
;
Lu, Benzhuo
;
Chen, Minxin
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View/Download:93/0
  |  
Submit date:2021/04/26
Biologically Inspired Model for Visual Cognition Achieving Unsupervised Episodic and Semantic Feature Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 10, 页码: 2335-2347
Authors:
Qiao, Hong
;
Li, Yinlin
;
Li, Fengfu
;
Xi, Xuanyang
;
Wu, Wei
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View/Download:72/0
  |  
Submit date:2018/07/30
Biologically inspired
hierarchical model
key components learning
semantic description
Accelerating large partial EVD/SVD calculations by filtered block Davidson methods
期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 8, 页码: 1635-1662
Authors:
Zhou Yunkai
;
Wang Zheng
;
Zhou Aihui
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Submit date:2018/07/30
partial EVD/SVD
polynomial filter
rational filter
kernel
graph
Nonlinear clustering-based support vector machine for large data sets
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2008, 卷号: 23, 期号: 4, 页码: 533-549
Authors:
Wang, Yongqiao
;
Zhang, Xun
;
Wang, Souyang
;
Lai, K. K.
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View/Download:79/0
  |  
Submit date:2018/07/30
classification
kernel clustering
support vector machine
active learning