CASIA OpenIR
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Attention-based Multi-patch Aggregation for Image Aesthetic Assessment 会议论文
, Seoul, Republic of Korea, 2018-10-22 2018-10-26
Authors:  Kekai, Sheng;  Weiming, Dong;  Chongyang, Ma;  Xing, Mei;  Feiyue, Huang;  Bao-Gang, Hu
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Image Aesthetic Assessment  Attention Mechanism  Deep Learning  
Robust C-Loss Kernel Classifiers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 3, 页码: 510-522
Authors:  Xu, Guibiao;  Hu, Bao-Gang;  Principe, Jose C.
View  |  Adobe PDF(3169Kb)  |  Favorite  |  View/Download:133/73  |  Submit date:2018/01/05
Correntropy  Half-quadratic (Hq) Optimization  Kernel Classifier  Loss Function  
Centroid-aware local discriminative metric learning in speaker verification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 72, 期号: 72, 页码: 176-185
Authors:  Sheng, Kekai;  Dong, Weiming;  Li, Wei;  Razik, Joseph;  Huang, Feiyue;  Hu, Baogang
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Text-independent Asv  Centroid-aware Balanced Boosting Sampling  Adaptive Neighborhood Component Analysis  Linear Magnet  
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:50/1  |  Submit date:2016/06/14
Entropy  Error Probability  Bayesian Errors  Error Types  Upper Bound  Lower Bound  
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  
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
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Classification  Class Imbalance  Cost-free Learning  Cost-sensitive Learning  Abstaining  Mutual Information  Roc  
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  
Discriminative Feature Selection by Nonparametric Bayes Error Minimization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2012, 卷号: 24, 期号: 8, 页码: 1422-1434
Authors:  Yang, Shuang-Hong;  Hu, Bao-Gang
View  |  Adobe PDF(1258Kb)  |  Favorite  |  View/Download:65/8  |  Submit date:2015/08/12
Feature Selection  Discriminative Optimal Criterion  Feature Weighting