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Discriminating Bipolar Disorder from Major Depression Based on Kernel Svm Using Functional Independent Components 会议论文
, Tokyo, Japan., 2017/9/25-28
Authors:  Shuang Gao;  Elizabeth A Osuch;  Michael Wammes;  Jean Théberge;  Tianzi Jiang;  Vince D Calhoun;  Sui Jing(隋婧)
Favorite  |  View/Download:45/0  |  Submit date:2018/03/09
Independent Component Analysis  Linear Subspace  Kernel Svm  Bipolar Disorder  Major Depression Disorder  Fmri Data  Schizophrenia  Unipolar  Amygdala  
Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling 期刊论文
IEEE Journal of Selected Topics in Signal Processing, 2016, 卷号: 7, 期号: 10, 页码: 1134-1149
Authors:  Rogers F. Silva;  Sergey M. Plis;  Sui Jing(隋婧);  Marios S. Pattichis;  Tülay Adalı;  Vince D. Calhoun
View  |  Adobe PDF(971Kb)  |  Favorite  |  View/Download:32/6  |  Submit date:2018/01/08
Bss  Neuroimaging  Unimodal  Multimodality  Multiset Data Analysis  Overview  Subspace  Unify  
物体分类中的特征表达与样本不均衡问题研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  蔡慧雯
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基于聚类的线性判别分析  特征子空间  编码空间  小样本  样本不均衡  Cluster-based Linear Discriminative Analysis  Feature Subspace  Code Space  Small Data  Imbalanced Data  
基于子空间的多视角学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  蒋瑜
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多视角学习  子空间学习  概率潜在语义分析  狄里克莱分布  非负矩阵分解  协同过滤  Multi-view Learning  Subspace Learning  Probabilistic Latent Semantic Analysis  Latent Dirichlet Allocation  Nonnegtive Matrix Factorization  Collaborative Filtering  
Nonlinear Metric Learning with Deep Independent Subspace Analysis Network for Face Verification 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2013, 卷号: E96D, 期号: 12, 页码: 2830-2838
Authors:  Cai, Xinyuan;  Wang, Chunheng;  Xiao, Baihua;  Shao, Yunxue
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Metric Learning  Independent Subspace Analysis  Deep Learning Architecture  Face Verification  
非特定环境中人脸识别方法与应用研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2013
Authors:  蔡新元
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人脸识别  非特定环境  度量学习  深度神经网络  独立子空间分析  隐最小二乘回归  多视角人脸识别  Face Recognition  Unconstrained Environments  Metric Learning  Deep Neural Network  Independent Subspace Analysis Network  Latent Least Squares Regressions  Multi-view Face Recognition  
General Subspace Learning With Corrupted Training Data Via Graph Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, 卷号: 22, 期号: 11, 页码: 4380-4393
Authors:  Bao, Bing-Kun;  Liu, Guangcan;  Hong, Richang;  Yan, Shuicheng;  Xu, Changsheng
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Subspace Learning  Corrupted Training Data  Discriminant Analysis  Graph Embedding  
基于子空间学习的多媒体内容分析与理解 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2013
Authors:  李泽超
Adobe PDF(5719Kb)  |  Favorite  |  View/Download:273/0  |  Submit date:2015/09/02
多媒体分析与理解  图像标注  标签推荐  新闻检索  子空间学习  特征学习  因子分析  Multimedia Analysis And understAnding  Image Tagging  Tag Recommendation  News Retrieval  Subspace Learning  Feature Learning  Factor Analysis  
Inductive Robust Principal Component Analysis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 卷号: 21, 期号: 8, 页码: 3794-3800
Authors:  Bao, Bing-Kun;  Liu, Guangcan;  Xu, Changsheng;  Yan, Shuicheng
Favorite  |  View/Download:52/0  |  Submit date:2015/08/12
Error Correction  Robust Principal Component Analysis (Pca)  Subspace Learning  
Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction 期刊论文
PATTERN RECOGNITION LETTERS, 2012, 卷号: 33, 期号: 5, 页码: 485-491
Authors:  Nie, Feiping;  Xiang, Shiming;  Liu, Yun;  Hou, Chenping;  Zhang, Changshui
Favorite  |  View/Download:28/0  |  Submit date:2015/08/12
Least Squares  Subspace Learning  Discriminant Analysis  Feature Extraction  Image Recognition