Variational Bayesian inference for infinite generalized inverted Dirichlet mixtures with feature selection and its application to clustering-Reference-Cited by-同舟云学术

Variational Bayesian inference for infinite generalized inverted Dirichlet mixtures with feature selection and its application to clustering

Published:2015-10-06 Issue:3 Volume:44 Page:507-525
ISSN:0924-669X
Container-title:Applied Intelligence
language:en
Short-container-title:Appl Intell

Author:

Bdiri Taoufik,Bouguila Nizar^ORCID,Ziou Djemel

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Link

http://link.springer.com/content/pdf/10.1007/s10489-015-0714-6.pdf

Reference58 articles.

1. Jain AK, Murty M, Flynn P (1999) Data clustering: a Review. ACM Comput Surv 31(3):264–323

2. Rui X, Wunsch D (2005) Survey of clustering algorithms. IEEE Trans Neural Netw 16(3):645–678

3. Bargary N, Hinde J, Garcia AF (2014) Finite mixture model clustering of snp data. In: MacKenziet G, Peng D (eds) Statistical Modelling in Biostatistics and Bioinformatics, Contributions to Statistics. Springer International Publishing, pp 139–157

4. Koestler DC, Marsit CJ, Christensen BC, Kelsey KT, Houseman EA (2014) A recursively partitioned mixture model for clustering time-course gene expression data. Translational Cancer Research 3(3)

5. Prabhakaran S, Rey M, Zagordi O, Beerenwinkel N, Roth V (2014) Hiv haplotype inference using a propagating dirichlet process mixture model. IEEE/ACM Trans Comput Biol Bioinform 11(1):182–191

Cited by 39 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Novel mixture allocation models for topic learning;Computational Intelligence;2024-04

2. Recursive Parameter Estimation of Beta-Liouville Hidden Markov Models;2022 International Conference on Electrical, Computer and Energy Technologies (ICECET);2022-07-20

3. A Non-parametric Bayesian Learning Model Using Accelerated Variational Inference on Multivariate Beta Mixture Models for Medical Applications;International Journal of Semantic Computing;2022-06-06

4. An Accelerated Nonparametric Bayesian Approach for Anomaly Detection with Feature Selection;2022 International Electrical Engineering Congress (iEECON);2022-03-09

5. Expectation propagation learning of finite multivariate Beta mixture models and applications;Neural Computing and Applications;2022-01-08