Unsupervised neighborhood component analysis for clustering
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Lei Zhu | Chen Qin | Gao Huang | Shiji Song | Gao Huang | Shiji Song | Lei Zhu | Chen Qin
[1] Geoffrey E. Hinton,et al. Neighbourhood Components Analysis , 2004, NIPS.
[2] Ulrike von Luxburg,et al. A tutorial on spectral clustering , 2007, Stat. Comput..
[3] Delbert Dueck,et al. Clustering by Passing Messages Between Data Points , 2007, Science.
[4] Amir Globerson,et al. Metric Learning by Collapsing Classes , 2005, NIPS.
[5] Charles T. Zahn,et al. Graph-Theoretical Methods for Detecting and Describing Gestalt Clusters , 1971, IEEE Transactions on Computers.
[6] Misha Pavel,et al. Adjustment Learning and Relevant Component Analysis , 2002, ECCV.
[7] Lawrence K. Saul,et al. Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifold , 2003, J. Mach. Learn. Res..
[8] Kilian Q. Weinberger,et al. Distance Metric Learning for Large Margin Nearest Neighbor Classification , 2005, NIPS.
[9] Jieping Ye,et al. Discriminative K-means for Clustering , 2007, NIPS.
[10] George W. Irwin,et al. A novel locally regularized automatic construction method for RBF neural models , 2012, Neurocomputing.
[11] Sheng Chen,et al. Automatic Kernel Regression Modelling Using Combined Leave-One-Out Test Score and Regularised Orthogonal Least Squares , 2004, Int. J. Neural Syst..
[12] I. Jolliffe. Principal Component Analysis , 2002 .
[13] Anil K. Jain,et al. Data clustering: a review , 1999, CSUR.
[14] Dale Schuurmans,et al. Maximum Margin Clustering , 2004, NIPS.
[15] Xin Liu,et al. Document clustering based on non-negative matrix factorization , 2003, SIGIR.
[16] Cheng Wu,et al. Semi-Supervised and Unsupervised Extreme Learning Machines , 2014, IEEE Transactions on Cybernetics.
[17] Jieping Ye,et al. Adaptive Distance Metric Learning for Clustering , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[18] Mikhail Belkin,et al. Laplacian Eigenmaps for Dimensionality Reduction and Data Representation , 2003, Neural Computation.
[19] Chen Qin,et al. Non-linear neighborhood component analysis based on constructive neural networks , 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).
[20] Charles R. Johnson,et al. Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.
[21] Jianwen Zhang,et al. Maximin Separation Probability Clustering , 2015, AAAI.
[22] R. Fisher. THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS , 1936 .
[23] Jorma Laaksonen,et al. Regularized Neighborhood Component Analysis , 2007, SCIA.
[24] Minrui Fei,et al. A multi-output two-stage locally regularized model construction method using the extreme learning machine , 2014, Neurocomputing.
[25] George W. Irwin,et al. A novel automatic two-stage locally regularized classifier construction method using the extreme learning machine , 2013, Neurocomputing.