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Nonlinear discriminant analysis based on vanishing component analysis 期刊论文
NEUROCOMPUTING, 2016, 卷号: 218, 页码: 172-184
Authors:  Shao, Yunxue;  Gao, Guanglai;  Wang, Chunheng
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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
Authors:  Lu, Jing;  Hoi, Steven C. H.;  Wang, Jialei;  Zhao, Peilin;  Liu, Zhi-Yong
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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
Authors:  Yuan, Chunfeng;  Li, Xi;  Hu, Weiming;  Ling, Haibin;  Maybank, Stephen J.
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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
Authors:  Wang, Di;  Qiao, Hong;  Zhang, Bo;  Wang, Min
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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
Authors:  Huang, Kaizhu;  Zheng, Danian;  Sun, Jun;  Hotta, Yoshinobu;  Fujimoto, Katsuhito;  Naoi, Satoshi
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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
Authors:  Fu, Si-Yao;  Yang, Guo-Sheng;  Hou, Zeng-Guang
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Machine Learning  Object Recognition  Kernel Based Learning  Pyramid Match Kernel  
基于高斯过程的物体识别和视觉跟踪研究 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:  李宏伟
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物体识别  视觉跟踪  机器学习  高斯过程  核方法  Object Recognition  Visual Tracking  Machine Learning  Gaussian Processes  Kernel Methods  
支持向量机优化及在语音文档检索中应用 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2008
Authors:  周梁
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机器学习  支持向量机  核矩阵缓存  解路径算法  语音文档检索  排序算法  Machine Learning  Support Vector Machine  Kernel Cache  Path Solution  Spoken Documents Retrieval  Rank  
支持向量机分类及核聚类中的几何算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2005
Authors:  常亮
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几何算法  支持向量机  核聚类  凸包最近点问题  最小包含球  Geometric Algorithms  Support Vector Machine  Kernel Clustering  Nearest Point Problem  Minimum Enclosing Ball