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Real-Time monophonic and polyphonic audio classification from power spectra

Pattern recognition, 2019-08, Vol.92, p.82-92

2019

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Frugal Gaussian clustering of huge imbalanced datasets through a bin-marginal approach

Statistics and computing, 2023-06, Vol.33 (3), Article 60

2023

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Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering

Journal of classification, 2021-04, Vol.38 (1), p.129-157

2021

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Rmixmod : The R Package of the Model-Based Unsupervised, Supervised, and Semi-Supervised Classification Mixmod Library

Journal of statistical software, 2015-10, Vol.67 (6), p.241-270

2015

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Model-based clustering with missing not at random data

Statistics and computing, 2024-08, Vol.34 (4), Article 135

2024

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Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models

Computational statistics & data analysis, 2003-01, Vol.41 (3), p.561-575

2003

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Special issue on “Innovations on model based clustering and classification”

Advances in data analysis and classification, 2020-06, Vol.14 (2), p.231-234

2020

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Model-based co-clustering for ordinal data

Computational statistics & data analysis, 2018-07, Vol.123, p.101-115

2018

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Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm

Statistics and computing, 2016-09, Vol.26 (5), p.929-943

2016

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Textual data summarization using the Self-Organized Co-Clustering model

Pattern recognition, 2020-07, Vol.103, p.107315, Article 107315

2020

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Model-based co-clustering for mixed type data

Computational statistics & data analysis, 2020-04, Vol.144, p.106866, Article 106866

2020

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A generative model for rank data based on insertion sort algorithm

Computational statistics & data analysis, 2013-02, Vol.58, p.162-176

2013

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Model-based clustering for multivariate partial ranking data

Journal of statistical planning and inference, 2014-06, Vol.149, p.201-217

2014

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Interpretable domain adaptation using unsupervised feature selection on pre-trained source models

Neurocomputing (Amsterdam), 2022-10, Vol.511, p.319-336

2022

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Unifying data units and models in (co-)clustering

Advances in data analysis and classification, 2019-03, Vol.13 (1), p.7-31

2019

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Model-based clustering of Gaussian copulas for mixed data

Communications in statistics. Theory and methods, 2017-12, Vol.46 (23), p.11635-11656

2017

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An improvement of the NEC criterion for assessing the number of clusters in a mixture model

Pattern recognition letters, 1999-03, Vol.20 (3), p.267-272

1999

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Projection under pairwise distance control

Communications in statistics. Theory and methods, 2021-11, Vol.50 (24), p.5692-5720

2021

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Simultaneous Semiparametric Estimation of Clustering and Regression

Journal of computational and graphical statistics, 2022-04, Vol.31 (2), p.477-485

2022

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A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges

Journal of classification, 2023-07, Vol.40 (2), p.332-381

2023

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Mixture of Gaussians for distance estimation with missing data

Neurocomputing (Amsterdam), 2014-05, Vol.131, p.32-42

2014

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Simultaneous semi-parametric estimation of clustering and regression

Journal of computational and graphical statistics, 2022, Vol.31 (2), p.477-485

2022

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Stable and visualizable Gaussian parsimonious clustering models

Statistics and computing, 2014-11, Vol.24 (6), p.953-969

2014

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On the local and global properties of gravitational spheres of influence

Monthly notices of the Royal Astronomical Society, 2020-08, Vol.496 (4), p.4287-4297

2020

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Projection under pairwise distance controls

Communications in statistics. Theory and methods, 2020

2020

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Real-Time monophonic and polyphonic audio classification from power spectra

Frugal Gaussian clustering of huge imbalanced datasets through a bin-marginal approach

Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering

Rmixmod : The R Package of the Model-Based Unsupervised, Supervised, and Semi-Supervised Classification Mixmod Library

Model-based clustering with missing not at random data

Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models

Special issue on “Innovations on model based clustering and classification”

Model-based co-clustering for ordinal data

Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm

Textual data summarization using the Self-Organized Co-Clustering model

Model-based co-clustering for mixed type data

A generative model for rank data based on insertion sort algorithm

Model-based clustering for multivariate partial ranking data

Interpretable domain adaptation using unsupervised feature selection on pre-trained source models

Unifying data units and models in (co-)clustering

Model-based clustering of Gaussian copulas for mixed data

An improvement of the NEC criterion for assessing the number of clusters in a mixture model

Projection under pairwise distance control

Simultaneous Semiparametric Estimation of Clustering and Regression

A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges

Mixture of Gaussians for distance estimation with missing data

Simultaneous semi-parametric estimation of clustering and regression

Stable and visualizable Gaussian parsimonious clustering models

On the local and global properties of gravitational spheres of influence

Projection under pairwise distance controls

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