Who Cited It

Unsupervised learning of finite mixture models

2002 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,139 citations · 3 from inside this corpus

Mário A. T. Figueiredo, Anil K. Jain

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

Unsupervised learning of finite mixture models (2002)Unsupervised learning of fini…Elements of Information Theory (2005)Elements of Information TheoryFinite Mixture Models (2000)Finite Mixture ModelsAlgorithms for clustering data (1989)Algorithms for clustering dataStatistical Analysis of Finite Mixture Distributions. (1987)Statistical Analysis of Finit…An entropy criterion for assessing the number of clusters in a mixture model (1996)An entropy criterion for asse…Model-Based Gaussian and Non-Gaussian Clustering (1993)Model-Based Gaussian and Non-…A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants (1998)A View of the Em Algorithm th…Bayesian Theory (1994)Bayesian TheoryMixture models : inference and applications to clustering (1988)Mixture models : inference an…Statistical Analysis of Finite Mixture Distributions. (1986)Statistical Analysis of Finit…On Bayesian Analysis of Mixtures with an Unknown Number of Components (with discussion) (1997)On Bayesian Analysis of Mixtu…Mixtures of Probabilistic Principal Component Analyzers (1999)Mixtures of Probabilistic Pri…Assessing a mixture model for clustering with the integrated completed likelihood (2000)Assessing a mixture model for…Data clustering: 50 years beyond K-means (2009)Data clustering: 50 years bey…Survey of Clustering Algorithms (2005)Survey of Clustering Algorith…Unsupervised K-Means Clustering Algorithm (2020)Unsupervised K-Means Clusteri…
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What this paper cites, inside the corpus

PaperYearCited
Elements of Information Theory200513,095
Finite Mixture Models20007,427
Algorithms for clustering data19896,473
Statistical Analysis of Finite Mixture Distributions.19872,951
An entropy criterion for assessing the number of clusters in a mixture model19962,442
Model-Based Gaussian and Non-Gaussian Clustering19932,408
A View of the Em Algorithm that Justifies Incremental, Sparse, and other Variants19982,196
Bayesian Theory19942,168
Mixture models : inference and applications to clustering19882,079
Statistical Analysis of Finite Mixture Distributions.19862,007
On Bayesian Analysis of Mixtures with an Unknown Number of Components (with discussion)19971,924
Mixtures of Probabilistic Principal Component Analyzers19991,906
Assessing a mixture model for clustering with the integrated completed likelihood20001,522

What cites it, inside the corpus

PaperYearCited
Data clustering: 50 years beyond K-means20099,368
Survey of Clustering Algorithms20056,210
Unsupervised K-Means Clustering Algorithm20202,240

Links

DOI · OpenAlex record

Topics

Bayesian Methods and Mixture ModelsComputer Science
Machine Learning and AlgorithmsComputer Science
Target Tracking and Data Fusion in Sensor NetworksComputer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports2 author record(s) attached.
  • supports78 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:50+00:00.

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