Text Clustering with Mixture of von Mises-Fisher Distributions
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Inderjit S. Dhillon | Suvrit Sra | I. Dhillon | S. Sra | Ghosh J Banerjee A | A. N. S. M. Sahami | A. N. Srivastava M. Sahami
[1] Jeff A. Bilmes,et al. A gentle tutorial of the em algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models , 1998 .
[2] Joydeep Ghosh,et al. Frequency sensitive competitive learning for clustering on high-dimensional hyperspheres , 2002, Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290).
[3] Inderjit S. Dhillon,et al. Iterative clustering of high dimensional text data augmented by local search , 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..
[4] Inderjit S. Dhillon,et al. Clustering on the Unit Hypersphere using von Mises-Fisher Distributions , 2005, J. Mach. Learn. Res..
[5] G. Watson. Bessel Functions. (Scientific Books: A Treatise on the Theory of Bessel Functions) , 1923 .
[6] Joydeep Ghosh,et al. A Unified Framework for Model-based Clustering , 2003, J. Mach. Learn. Res..
[7] Inderjit S. Dhillon,et al. Efficient Clustering of Very Large Document Collections , 2001 .
[8] Inderjit S. Dhillon,et al. Clustering with Bregman Divergences , 2005, J. Mach. Learn. Res..
[9] Inderjit S. Dhillon,et al. Diametrical clustering for identifying anti-correlated gene clusters , 2003, Bioinform..
[10] Sebastian Thrun,et al. Text Classification from Labeled and Unlabeled Documents using EM , 2000, Machine Learning.
[11] Shin Ishii,et al. Parameter estimation for von Mises–Fisher distributions , 2007, Comput. Stat..
[12] Santosh S. Vempala,et al. On clusterings-good, bad and spectral , 2000, Proceedings 41st Annual Symposium on Foundations of Computer Science.
[13] David L. Dowe,et al. MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions , 2000, Stat. Comput..
[14] George Karypis,et al. Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering , 2004, Machine Learning.
[15] Geoffrey E. Hinton,et al. A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants , 1998, Learning in Graphical Models.
[16] N. Fisher,et al. Efficient Simulation of the von Mises Distribution , 1979 .
[17] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[18] Ian T. Jolliffe,et al. Fitting mixtures of von Mises distributions: a case study involving sudden infant death syndrome , 2003, Comput. Stat. Data Anal..
[19] David Haussler,et al. Exploiting Generative Models in Discriminative Classifiers , 1998, NIPS.
[20] Shi Zhong,et al. A Comparative Study of Generative Models for Document Clustering , 2003 .
[21] John Langford,et al. An objective evaluation criterion for clustering , 2004, KDD.
[22] R. Mooney,et al. Impact of Similarity Measures on Web-page Clustering , 2000 .