Dirichlet Process Mixture Models with Pairwise Constraints for Data Clustering

Annals of Data Science ◽

10.1007/s40745-016-0082-z ◽

2016 ◽

Vol 3 (2) ◽

pp. 205-223

Author(s):

Cheng Li ◽

Santu Rana ◽

Dinh Phung ◽

Svetha Venkatesh

Keyword(s):

Mixture Models ◽

Data Clustering ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Pairwise Constraints ◽

Dirichlet Process Mixture Models

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Axially Symmetric Data Clustering Through Dirichlet Process Mixture Models of Watson Distributions

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2872986 ◽

2019 ◽

Vol 30 (6) ◽

pp. 1683-1694 ◽

Author(s):

Wentao Fan ◽

Nizar Bouguila ◽

Ji-Xiang Du ◽

Xin Liu

Keyword(s):

Mixture Models ◽

Data Clustering ◽

Dirichlet Process ◽

Axially Symmetric ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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High Dimensional Data Clustering by means of Distributed Dirichlet Process Mixture Models

2019 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata47090.2019.9006065 ◽

2019 ◽

Author(s):

Khadidja Meguelati ◽

Benedicte Fontez ◽

Nadine Hilgert ◽

Florent Masseglia

Keyword(s):

Mixture Models ◽

Data Clustering ◽

Dirichlet Process ◽

High Dimensional Data ◽

High Dimensional ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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Dirichlet process mixture models made scalable and effective by means of massive distribution

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing - SAC '19 ◽

10.1145/3297280.3297327 ◽

2019 ◽

Author(s):

Khadidja Meguelati ◽

Benedicte Fontez ◽

Nadine Hilgert ◽

Florent Masseglia

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models ◽

Massive Distribution

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Dirichlet Process Mixture Models for Insurance Loss Data

SSRN Electronic Journal ◽

10.2139/ssrn.2949036 ◽

2017 ◽

Author(s):

Liang Hong ◽

Ryan Martin

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Loss Data ◽

Dirichlet Process Mixture Models

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Mining Numbers in Text Using Suffix Arrays and Clustering Based on Dirichlet Process Mixture Models

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-642-13672-6_23 ◽

2010 ◽

pp. 230-237 ◽

Author(s):

Minoru Yoshida ◽

Issei Sato ◽

Hiroshi Nakagawa ◽

Akira Terada

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Suffix Arrays ◽

Dirichlet Process Mixture Models

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Two Alternative Criteria for a Split-Merge MCMC on Dirichlet Process Mixture Models

Artificial Neural Networks and Machine Learning – ICANN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-68612-7_76 ◽

2017 ◽

pp. 672-679

Author(s):

Tikara Hosino

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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Fast Bayesian Inference in Dirichlet Process Mixture Models

Journal of Computational and Graphical Statistics ◽

10.1198/jcgs.2010.07081 ◽

2011 ◽

Vol 20 (1) ◽

pp. 196-216 ◽

Author(s):

Lianming Wang ◽

David B. Dunson

Keyword(s):

Bayesian Inference ◽

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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SAR Image Segmentation Using GHM-Based Dirichlet Process Mixture Models

2009 International Joint Conference on Computational Sciences and Optimization ◽

10.1109/cso.2009.371 ◽

2009 ◽

Author(s):

Li Sun ◽

Yanning Zhang ◽

Guangjian Tian ◽

Miao Ma

Keyword(s):

Image Segmentation ◽

Mixture Models ◽

Dirichlet Process ◽

Sar Image ◽

Dirichlet Process Mixture ◽

Sar Image Segmentation ◽

Dirichlet Process Mixture Models

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Markov Chain Sampling Methods for Dirichlet Process Mixture Models

Journal of Computational and Graphical Statistics ◽

10.2307/1390653 ◽

2000 ◽

Vol 9 (2) ◽

pp. 249 ◽

Author(s):

Radford M. Neal

Keyword(s):

Markov Chain ◽

Mixture Models ◽

Dirichlet Process ◽

Sampling Methods ◽

Dirichlet Process Mixture ◽

Markov Chain Sampling ◽

Dirichlet Process Mixture Models

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Stylometric analyses using Dirichlet process mixture models

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2011.05.020 ◽

2011 ◽

Vol 141 (11) ◽

pp. 3665-3674 ◽

Author(s):

Paramjit S. Gill ◽

Tim B. Swartz

Keyword(s):

Mixture Models ◽

Dirichlet Process ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Models

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