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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:33/0  |  Submit date:2019/03/06
Feature Selection  L1 Regularization  Information Theory  Mutual Information  
Learning Discriminative Features for Ground-Based Cloud Classification via Mutual Information Maximization 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2015, 卷号: E98D, 期号: 7, 页码: 1422-1425
Authors:  Liu, Shuang;  Zhang, Zhong;  Xiao, Baihua;  Cao, Xiaozhong
Favorite  |  View/Download:48/0  |  Submit date:2015/09/23
Discriminative Patterns  Mutual Information Maximization  Ground-based Cloud Classification  
Set-label modeling and deep metric learning on person re-identification 期刊论文
Neurocomputing, 2015, 期号: 151, 页码: 1283–1292
Authors:  Hao Liu;  Bingpeng Ma;  Lei Qin;  Junbiao Pang;  Chunjie Zhang;  Qingming Huang
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Person Re-identification  Mutual-information  Metric Learning  Deep Learning  Neighborhoodcomponentanalysis  
A New Strategy of Cost-Free Learning in the Class Imbalance Problem 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 12, 页码: 2872-2885
Authors:  Zhang, Xiaowan;  Hu, Bao-Gang
View  |  Adobe PDF(2241Kb)  |  Favorite  |  View/Download:54/6  |  Submit date:2015/08/12
Classification  Class Imbalance  Cost-free Learning  Cost-sensitive Learning  Abstaining  Mutual Information  Roc  
CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition 期刊论文
IEEE Transactions on Image Processing, 2014, 卷号: 23, 期号: 7, 页码: 3152-3165
Authors:  Jun, Wan;  Wan J(万军)
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Intra-class Mutual Information  Inter-class Mutual Information  Class-specific Dictionary  Action Recognition  
基于互信息的代价缺失学习在不平衡数据中的研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  张晓晚
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不平衡数据  代价缺失学习  代价敏感学习  互信息  拒识  图形化评估方法  Class Imbalance  Cost-free Learning  Cost-sensitive Learning  Mutual Information  Abstaining  Graphical Evaluation Method  
Image fusion based on multi-objective optimization 期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2014, 卷号: 12, 期号: 2, 页码: 1450017(1-18)
Authors:  Xie, Qiwei;  Long, Qian;  Mita, Seiichi;  Guo, Chunzhao;  Jiang, An
View  |  Adobe PDF(1403Kb)  |  Favorite  |  View/Download:70/11  |  Submit date:2015/08/12
Image Fusion  Total Variation  Mutual Information  Correlation Measure  
What Are the Differences Between Bayesian Classifiers and Mutual-Information Classifiers? 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 卷号: 25, 期号: 2, 页码: 249-264
Authors:  Hu, Bao-Gang
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Abstaining Classifier  Bayes  Cost-sensitive Learning  Entropy  Error Types  Mutual Information  Reject Types  
Cost-Free Learning for Support Vector Machines with a Reject Option 会议论文
2013 IEEE 13th International Conference on Data Mining Workshops, Dallas, TX, USA, 2013-12-07至2013-12-10
Authors:  Xu, Guibiao(徐贵标);  Hu, Bao-Gang(胡包钢)
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Abstaining Classification  Mutual Information  Support Vector Machines  
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