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红外光谱基线校正算法研究 学位论文
, 智能化大厦三层第五会议室: 中国科学院自动化研究所, 2019
Authors:  韩权杰
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On connections between Renyi entropy Principal Component Analysis, kernel learning and graph embedding 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 112, 页码: 125-130
Authors:  Ran, Zhi-Yong;  Wang, Wei;  Hu, Bao-Gang
Favorite  |  View/Download:17/0  |  Submit date:2019/12/16
Renyi Entropy  Pca  Kernel Learning  Graph Embedding  
隐秘信息检测中脑电信号分析方法的研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  刘祺
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隐秘信息检测  脑电信号  多解析度分析  相似性度量  极限学习  深度学习  
Parameter Identifiability in Statistical Machine Learning: A Review 期刊论文
NEURAL COMPUTATION, 2017, 卷号: 29, 期号: 5, 页码: 1151-1203
Authors:  Ran, Zhi-Yong;  Hu, Bao-Gang
View  |  Adobe PDF(466Kb)  |  Favorite  |  View/Download:99/36  |  Submit date:2017/07/18
Parameter Identifiability  Statistical Machine Learning  
Information Theoretic Subspace Clustering 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
Authors:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
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Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
Robust Bounded Logistic Regression in the Class Imbalance Problem 会议论文
2016 International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, 2016-7-24至2016-7-29
Authors:  Xu, Guibiao(徐贵标);  Hu, Bao-Gang(胡包钢);  Principe, Jose
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模式分类中的鲁棒损失函数的设计及其在不平衡数据中的应用 学位论文
, 北京: 中国科学院大学, 2016
Authors:  徐贵标
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异常样本  鲁棒损失函数  不平衡数据  代价敏感学习  代价缺失学习  
An Optimization Approach of Deriving Bounds between Entropy and Error from Joint Distribution: Case Study for Binary Classifications 期刊论文
ENTROPY, 2016, 卷号: 18, 期号: 2, 页码: 1-19
Authors:  Hu, Bao-Gang;  Xing, Hong-Jie
View  |  Adobe PDF(1540Kb)  |  Favorite  |  View/Download:53/2  |  Submit date:2016/06/14
Entropy  Error Probability  Bayesian Errors  Error Types  Upper Bound  Lower Bound  
Robust Subspace Clustering With Complex Noise 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4001-4013
Authors:  Ran He(赫然);  Yingya Zhang;  Zhenan Sun;  Qiyue Yin;  He, Ran
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Subspace Clustering  Subspace Segmentation  Correntropy  Half-quadratic Minimization  
Robust Hyperspectral Unmixing With Correntropy-Based Metric 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4027-4040
Authors:  Wang, Ying;  Pan, Chunhong;  Xiang, Shiming;  Zhu, Feiyun
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Hyperspectral Unmixing  Linear Mixture Model  Non-negative Matrix Factorization  Robust Estimation  Correntropy Based Metric