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Mixture Correntropy-Based Kernel Extreme Learning Machines 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun;  Qin, Wei
收藏  |  浏览/下载：118/0  |  提交时间：2022/03/17
Kernel  Optimization  Learning systems  Robustness  Support vector machines  Mean square error methods  Extreme learning machine (ELM)  kernel method  mixture correntropy  online learning  
A Minimax Probability Machine for Nondecomposable Performance Measures 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Luo, Junru;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：144/0  |  提交时间：2022/01/27
Measurement  Task analysis  Covariance matrices  Support vector machines  Prediction algorithms  Minimization  Kernel  Imbalanced classification  minimax probability machine  nondecomposable performance measures  
Nonlinear discriminant analysis based on vanishing component analysis 期刊论文
NEUROCOMPUTING, 2016, 卷号: 218, 页码: 172-184
作者:  Shao, Yunxue;  Gao, Guanglai;  Wang, Chunheng
Adobe PDF(840Kb)  |  收藏  |  浏览/下载：424/122  |  提交时间：2017/02/14
Kernel Discriminant Analysis  Linear Discriminant Analysis  Vanishing Component Analysis  Support Vector Machine  Random Forest  
Large Scale Online Kernel Learning 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2016, 卷号: 17
作者:  Lu, Jing;  Hoi, Steven C. H.;  Wang, Jialei;  Zhao, Peilin;  Liu, Zhi-Yong
收藏  |  浏览/下载：209/0  |  提交时间：2017/02/14
Online Learning  Kernel Approximation  Large Scale Machine Learning  
Modeling Geometric-Temporal Context With Directional Pyramid Co-Occurrence for Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 2, 页码: 658-672
作者:  Yuan, Chunfeng;  Li, Xi;  Hu, Weiming;  Ling, Haibin;  Maybank, Stephen J.
浏览  |  Adobe PDF(3487Kb)  |  收藏  |  浏览/下载：307/65  |  提交时间：2015/08/12
Covariance Cuboid Descriptor  Log-euclidean Riemannian Metric  Spatio-temporal Directional Pyramid Co-occurrence Matrix  Kernel Machine  Action Recognition  
Online Support Vector Machine Based on Convex Hull Vertices Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2013, 卷号: 24, 期号: 4, 页码: 593-609
作者:  Wang, Di;  Qiao, Hong;  Zhang, Bo;  Wang, Min
收藏  |  浏览/下载：155/0  |  提交时间：2015/08/12
Kernel  Machine Learning  Online Classifier  Samples Selection  Support Vector Machine  
Sparse learning for support vector classification 期刊论文
PATTERN RECOGNITION LETTERS, 2010, 卷号: 31, 期号: 13, 页码: 1944-1951
作者:  Huang, Kaizhu;  Zheng, Danian;  Sun, Jun;  Hotta, Yoshinobu;  Fujimoto, Katsuhito;  Naoi, Satoshi
收藏  |  浏览/下载：94/0  |  提交时间：2015/08/12
Sparse Representation  Implementations Of l(o)-norm  Regularization Term  Support Vector Machine  Kernel Methods  
Image category learning and classification via optimal linear combination of multiple partially matching kernels 期刊论文
SOFT COMPUTING, 2010, 卷号: 14, 期号: 2, 页码: 181-192
作者:  Fu, Si-Yao;  Yang, Guo-Sheng;  Hou, Zeng-Guang
收藏  |  浏览/下载：145/0  |  提交时间：2015/08/12
Machine Learning  Object Recognition  Kernel Based Learning  Pyramid Match Kernel