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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  
Information Theory and Its Relation to Machine Learning 会议论文
, Fuzhou, China, 2015
Authors:  Hu, Bao-Gang
View  |  Adobe PDF(347Kb)  |  Favorite  |  View/Download:28/5  |  Submit date:2018/01/05
Machine Learning  Learning Target Selection  Entropy  Information Theory  Similarity  Conjecture  
Joint Local and Global Consistency on Interdocument and Interword Relationships for Co-Clustering 期刊论文
IEEE Transactions on Cybernetics, 2015, 卷号: 45, 期号: 1, 页码: 15-28
Authors:  Bing-Kun Bao;  Weiqing Min;  Teng Li;  Changsheng Xu
View  |  Adobe PDF(3041Kb)  |  Favorite  |  View/Download:94/11  |  Submit date:2016/04/11
Co-clustering  Information Theory  Local And Global Learning  
知识与数据驱动机器学习模型的参数可辨识性理论研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  冉智勇
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可辨识性  参数冗余  信息论  Kullback_leibler 散度  最优化理论  辨识函数  Identifiability  Parameter Redundancy  Information Theory  Kullback-leibler Divergence  Optimization Theory  Identifying Function  
Viewpoint Information-Theoretic Measures for 3D Shape Similarity 会议论文
12th ACM International Conference on Virtual Reality Continuum and Its Applications in Industry(VRCAI2013), Hongkong, China, 2013-11-17
Authors:  Xavier Bonaventura;  Jianwei Guo;  Weiliang Meng;  Miquel Feixas;  Xiaopeng Zhang;  Mateu Sbert
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Shape Similarity  Information Theory  Mutual Information  
信息论子空间学习及其在形状分析中的应用 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2009
Authors:  赫然
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信息论学习    互信息  子空间监督/非监督学习  主动形状模型  Information Theory  Information Theoretic Learning  Entropy  Subspace Learning  Active Shape Model  
Image Annotation Refinement using NSC-Based Word Correlation 会议论文
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, Beijing, China, July 2-5, 2007
Authors:  Jing Liu;  Mingjing Li;  Qingshan Liu;  Hanqing Lu;  Songde Ma
Favorite  |  View/Download:53/0  |  Submit date:2017/02/20
Internet  Graph Theory  Image Retrieval  Corel Dataset  Nsc-based Word Correlation  Automatic Image Annotation  Candidate Annotations  Image Annotation Refinement  Nearest Spanning Chains  Synonymy Relationship  Untagged Image  Word Co-occurrence Information  Word Correlation Estimation  Word-based Graph  Asia  Automation  Data Mining  Explosions  Information Retrieval  Internet  Organizing  Statistical Distributions  Thesauri  Training Data