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Multi-view clustering via joint feature selection and partially constrained cluster label learning 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 93, 页码: 380-391
Authors:  Yin, Qiyue;  Zhang, Junge;  Wu, Shu;  Li, Hexi
Favorite  |  View/Download:6/0  |  Submit date:2019/10/10
Multi-view clustering  Feature selection  Prior information  Cluster indicator  
Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 3, 页码: 788-802
Authors:  Peng, Hanyang;  Liu, Cheng-Lin
Favorite  |  View/Download:13/0  |  Submit date:2019/07/12
Accelerated proximal gradient (APG)  extended hinge loss (HL)  feature selection  sparsity regularization  
An ensemble learning system for a 4-way classification of Alzheimer's disease and mild cognitive impairment 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 302, 页码: 75-81
Authors:  Yao, Dongren;  Calhoun, Vince D.;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Favorite  |  View/Download:53/0  |  Submit date:2018/10/10
Multi-class Classification  Feature Selection  Alzheimer's Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
LEAST ABSOLUTE DEVIATIONS LEARNING OF MULTIPLE TASKS 期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2018, 卷号: 14, 期号: 2, 页码: 719-729
Authors:  Xue, Wei;  Zhang, Wensheng;  Yu, Gaohang
Favorite  |  View/Download:1/0  |  Submit date:2019/12/16
Multitask learning  feature selection  least absolute deviations  alternating direction method  l(1) regularization  
On the role of sparsity in feature selection and an innovative method LRMI 期刊论文
Neurocomputing, 2018, 期号: 321, 页码: 237-250
Authors:  Yuchun Fang;  Qiulong Yuan;  Zhaoxiang Zhang
Favorite  |  View/Download:42/0  |  Submit date:2019/03/06
Feature Selection  L1 Regularization  Information Theory  Mutual Information  
An Ensemble Learning System for a 4-Way Classification of Alzheimer’s Disease and Mild Cognitive Impairment 期刊论文
Journal of Neuroscience Methods, 2018, 期号: ****, 页码: ***
Authors:  Yao, Dongren;  Vince, D. Calhoun;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Favorite  |  View/Download:108/0  |  Submit date:2018/03/23
Multi-class Classification  Feature Selection  Alzheimer’s Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
Ground-based Cloud Classification by Learning Stable Local Binary Patterns 期刊论文
Atmospheric Research, 2018, 期号: 6, 页码: 74-89
Authors:  Wang Y(王钰);  Shi CZ(史存召);  Wang CH(王春恒);  Xiao BH(肖柏华)
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Local Binary Patterns  Feature Selection And Extraction  Texture Image  Cloud Classification  
Alzheimer Classification Using a Minimum Spanning Tree of High-Order Functional Network on fMRI Dataset 期刊论文
FRONTIERS IN NEUROSCIENCE, 2017, 卷号: 11, 页码: 18
Authors:  Guo, Hao;  Liu, Lei;  Chen, Junjie;  Xu, Yong;  Jie, Xiang
Favorite  |  View/Download:3/0  |  Submit date:2019/12/16
Alzheimer's disease  fMRI  minimum spanning tree  high-order functional connectivity network  feature selection  classification  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
Authors:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
View  |  Adobe PDF(3835Kb)  |  Favorite  |  View/Download:217/142  |  Submit date:2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Distributed Functional Connectivity Impairment in Schizophrenia: A Multi-site Study 会议论文
ICBISP conference proceedings, 武汉, 2017-05-13
Authors:  Yang Y(杨勇);  Cui,Yue;  Xu,Kaibing;  Liu,Bing;  Song,Ming;  Chen,Jun;  Wang,Huiling;  Chen,Yunchun;  Guo,Hua;  Li,Peng;  Lu,Lin;  Lv,Luxian;  Wan,Ping;  Wang,Huaning;  Yan,Hao;  Yan,Jun;  Zhang,Hongxing;  Zhang,Dai;  Jiang,Tianzi
View  |  Adobe PDF(980Kb)  |  Favorite  |  View/Download:168/11  |  Submit date:2017/05/09
Functional Mri  Schizophrenia  Multi-task Learning  Feature Selection