Matrixized Learning Machine with Feature-Clustering Interpolation
作者： Yujin Zhu , Zhe Wang , Daqi Gao
DOI: 10.1007/S11063-015-9458-X
关键词:
摘要: … subsequent matrixized classifier. Named FCIMLM for short, the proposed matrixized method … proposing a new matrixized learning model with a more efficient matrixization process using …
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Amir Globerson, Michael Werman, Ben Taskar, Ofir Pele, The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification international conference on machine learning. pp. 205- 213 ,(2013)
César Ferri, José Hernández-Orallo, Miguel Angel Salido, Volume under the ROC surface for multi-class problems european conference on machine learning. pp. 108- 120 ,(2003) , 10.1007/978-3-540-39857-8_12
Daoqiang Zhang, Zhi-Hua Zhou, Letters: (2D)2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition Neurocomputing. ,vol. 69, pp. 224- 231 ,(2005) , 10.1016/J.NEUCOM.2005.06.004
Janez Demšar, Statistical Comparisons of Classifiers over Multiple Data Sets Journal of Machine Learning Research. ,vol. 7, pp. 1- 30 ,(2006)
Richard M. Everson, Jonathan E. Fieldsend, Multi-class ROC analysis from a multi-objective optimisation perspective Pattern Recognition Letters. ,vol. 27, pp. 918- 927 ,(2006) , 10.1016/J.PATREC.2005.10.016
Le An, Bir Bhanu, Face image super-resolution using 2D CCA Signal Processing. ,vol. 103, pp. 184- 194 ,(2014) , 10.1016/J.SIGPRO.2013.10.004
Quanxue Gao, Xiujuan Hao, Qijun Zhao, Weiguo Shen, Jingjie Ma, Feature extraction using two-dimensional neighborhood margin and variation embedding Computer Vision and Image Understanding. ,vol. 117, pp. 525- 531 ,(2013) , 10.1016/J.CVIU.2013.01.001
Qing-Song Xu, Yi-Zeng Liang, Monte Carlo cross validation Chemometrics and Intelligent Laboratory Systems. ,vol. 56, pp. 1- 11 ,(2001) , 10.1016/S0169-7439(00)00122-2
Zhe Wang, Mingzhe Lu, Yujin Zhu, Daqi Gao, IMAT: matrix learning machine with interpolation mapping Electronics Letters. ,vol. 50, pp. 1836- 1838 ,(2014) , 10.1049/EL.2014.2747
Zhi-Hua Zhou, Xu-Ying Liu, ON MULTI‐CLASS COST‐SENSITIVE LEARNING computational intelligence. ,vol. 26, pp. 232- 257 ,(2010) , 10.1111/J.1467-8640.2010.00358.X