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Deep patch learning algorithms with high interpretability for regression problems
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
作者:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
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浏览/下载:34/0
  |  
提交时间:2022/07/25
deep learning
deep patch learning fuzzy system
fuzzy C-means clustering
interpretability
maximum information coefficient (MIC)
Pearson's correlation coefficients (PCC)
Robust Kernelized Multiview Self-Representation for Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
作者:
Xie, Yuan
;
Liu, Jinyan
;
Qu, Yanyun
;
Tao, Dacheng
;
Zhang, Wensheng
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  |  
浏览/下载:50/0
  |  
提交时间:2021/03/29
Tensile stress
Kernel
Manifolds
Optimization
Learning systems
Correlation
Data models
Kernelization
multiview subspace learning
nonlinear subspace clustering
tensor singular value decomposition (t-SVD)
Temporal and spatial variation characteristics of disaster resilience in Southwest China's mountainous regions against the background of urbanization
期刊论文
NATURAL HAZARDS, 2020, 页码: DOI: 10.1007/s11069-020-04155-w
作者:
Huang Pei
;
Pan Hongyi
;
Peng Li
;
Chen Tiantian
;
Xu Jie
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  |  
浏览/下载:69/0
  |  
提交时间:2020/08/19
Disaster resilience
Urbanization
Projection pursuit clustering (PPC) model
Spatial autocorrelation
Mountainous areas in China's Southwest
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
作者:
Xie, Yuan
;
Zhang, Wensheng
;
Qu, Yanyun
;
Dai, Longquan
;
Tao, Dacheng
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  |  
浏览/下载:51/0
  |  
提交时间:2020/03/30
Tensile stress
Manifolds
Encoding
Laplace equations
Semisupervised learning
Correlation
Optimization
Manifold regularization
multilinear
multiview features
nonlinear subspace clustering
tensor singular-value decomposition (t-SVD)
Generalized Latent Multi-View Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 1, 页码: 86-99
作者:
Zhang, Changqing
;
Fu, Huazhu
;
Hu, Qinghua
;
Cao, Xiaochun
;
Xie, Yuan
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  |  
浏览/下载:30/0
  |  
提交时间:2020/03/30
Clustering methods
Correlation
Electronic mail
Neural networks
Task analysis
Clustering algorithms
Minimization
Multi-view clustering
subspace clustering
latent representation
neural networks
Linking bacterial community shifts with changes in the dissolved organic matter pool in a eutrophic lake
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 719
作者:
Zhang, Lei
;
Fang, Wangkai
;
Li, Xingchen
;
Gao, Guang
;
Jiang, Jiahu
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  |  
浏览/下载:7/0
  |  
提交时间:2021/11/15
UNIT project: Universe N-body simulations for the Investigation of Theoretical models from galaxy surveys
期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2019, 卷号: 487, 期号: 1, 页码: 48-59
作者:
Chuang, Chia-Hsun
;
Yepes, Gustavo
;
Kitaura, Francisco-Shu
;
Pellejero-Ibanez, Marcos
;
Rodriguez-Torres, Sergio
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  |  
浏览/下载:86/0
  |  
提交时间:2020/03/10
large-scale structure of the Universe
A generalized multi-dictionary least squares framework regularized with multi-graph embeddings
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 90, 页码: 1-11
作者:
Abeo, Timothy Apasiba
;
Shen, Xiang-Jun
;
Bao, Bing-Kun
;
Zha, Zheng-Jun
;
Fan, Jianping
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  |  
浏览/下载:53/0
  |  
提交时间:2019/12/16
Multi-view dimension reduction
Least squares
Multiple graphs
Feature extraction
Classification
Study on the Classification of LAMOST Early Stellar Spectrum Template by Mahalanobis Distance
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2019, 卷号: 39, 期号: 5, 页码: 1618-1622
作者:
Chen Shu-xin
;
Sun Wei-min
;
Song Yi-han
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  |  
浏览/下载:9/0
  |  
提交时间:2020/03/10
Mahalanobis distance
Early-type stellar
Spectrum template
LAMOST (large sky area multi-object fiber spectroscopy telescope)
ELODIE
Method Integrate EWT Multi-scale Permutation Entropy with GG Clustering for Bearing Fault Diagnosis
期刊论文
Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2019, 卷号: 39, 期号: 2, 页码: 416-423
作者:
Zhao, Rongzhen
;
Li, Jipu
;
Deng, Linfeng
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  |  
浏览/下载:12/0
  |  
提交时间:2020/11/14
Correlation methods
Entropy
Failure analysis
Fault detection
Principal component analysis
Roller bearings
Wavelet transforms
Bearing fault diagnosis
Correlation analysis
Fault diagnosis method
GG clustering
Intrinsic mode components
Mode combination method
Non stationary characteristics
Permutation entropy
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