Special issue on “Models and learning for clustering and Classification”

JOURNAL ARTICLE published June 2022 in Advances in Data Analysis and Classification

Authors: Salvatore Ingrassia | Julien Jacques | Weixin Yao

Factor probabilistic distance clustering (FPDC): a new clustering method

JOURNAL ARTICLE published December 2016 in Advances in Data Analysis and Classification

Research funded by Università degli Studi di Napoli Federico II (Ph.D scholarship)

Authors: Cristina Tortora | Mireille Gettler Summa | Marina Marino | Francesco Palumbo

Variable selection in model-based clustering and discriminant analysis with a regularization approach

JOURNAL ARTICLE published March 2019 in Advances in Data Analysis and Classification

Research funded by ANR (ANR-13-JS01-0001-01)

Authors: Gilles Celeux | Cathy Maugis-Rabusseau | Mohammed Sedki

Model-based clustering and segmentation of time series with changes in regime

JOURNAL ARTICLE published December 2011 in Advances in Data Analysis and Classification

Authors: Allou Samé | Faicel Chamroukhi | Gérard Govaert | Patrice Aknin

From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering

JOURNAL ARTICLE published March 2019 in Advances in Data Analysis and Classification

Research funded by Austrian Science Fund (P28740)

Authors: Sylvia Frühwirth-Schnatter | Gertraud Malsiner-Walli

Dimension reduction for model-based clustering via mixtures of multivariate $$t$$ t -distributions

JOURNAL ARTICLE published September 2013 in Advances in Data Analysis and Classification

Authors: Katherine Morris | Paul D. McNicholas | Luca Scrucca

Dense traffic flow patterns mining in bi-directional road networks using density based trajectory clustering

JOURNAL ARTICLE published September 2017 in Advances in Data Analysis and Classification

Authors: Vaishali Mirge | Kesari Verma | Shubhrata Gupta

Special Issue on ‘Time series clustering’

JOURNAL ARTICLE published December 2011 in Advances in Data Analysis and Classification

Authors: Hans-Hermann Bock

Clustering functional data via variational inference

JOURNAL ARTICLE published 30 April 2024 in Advances in Data Analysis and Classification

Research funded by Natural Sciences and Engineering Research Council of Canada (RGPIN-2019-05915) | FAPESP (2018/04654-9)

Authors: Chengqian Xian | Camila P. E. de Souza | John Jewell | Ronaldo Dias

CLUSKEXT: CLUstering model for SKew-symmetric data including EXTernal information

JOURNAL ARTICLE published March 2018 in Advances in Data Analysis and Classification

Authors: Donatella Vicari

Unifying data units and models in (co-)clustering

JOURNAL ARTICLE published March 2019 in Advances in Data Analysis and Classification

Authors: Christophe Biernacki | Alexandre Lourme

Clustering and classification via cluster-weighted factor analyzers

JOURNAL ARTICLE published March 2013 in Advances in Data Analysis and Classification

Authors: Sanjeena Subedi | Antonio Punzo | Salvatore Ingrassia | Paul D. McNicholas

Multi-objective optimization for clustering 3-way gene expression data

JOURNAL ARTICLE published December 2008 in Advances in Data Analysis and Classification

Authors: Doulaye Dembélé

Mixture model averaging for clustering

JOURNAL ARTICLE published June 2015 in Advances in Data Analysis and Classification

Authors: Yuhong Wei | Paul D. McNicholas

Model selection for Gaussian latent block clustering with the integrated classification likelihood

JOURNAL ARTICLE published September 2018 in Advances in Data Analysis and Classification

Authors: Aurore Lomet | Gérard Govaert | Yves Grandvalet

Clustering ensemble extraction: a knowledge reuse framework

JOURNAL ARTICLE published 27 March 2024 in Advances in Data Analysis and Classification

Authors: Mohaddeseh Sedghi | Ebrahim Akbari | Homayun Motameni | Touraj Banirostam

Clustering with missing data: which equivalent for Rubin’s rules?

JOURNAL ARTICLE published September 2023 in Advances in Data Analysis and Classification

Authors: Vincent Audigier | Ndèye Niang

Clustering of modal-valued symbolic data

JOURNAL ARTICLE published June 2021 in Advances in Data Analysis and Classification

Research funded by Javna Agencija za Raziskovalno Dejavnost RS (P3-0154,P1-0294) | Javna Agencija za Raziskovalno Dejavnost RS (J1-9187,J7-8279) | Российский Фонд Фундаментальных Исследований (5-100) | Javna Agencija za Raziskovalno Dejavnost RS (P1-0294)

Authors: Nataša Kejžar | Simona Korenjak-Černe | Vladimir Batagelj

Finite mixture-of-gamma distributions: estimation, inference, and model-based clustering

JOURNAL ARTICLE published December 2019 in Advances in Data Analysis and Classification

Research funded by Fondecyt Iniciacion (11150107)

Authors: Derek S. Young | Xi Chen | Dilrukshi C. Hewage | Ricardo Nilo-Poyanco

REMAXINT: a two-mode clustering-based method for statistical inference on two-way interaction

JOURNAL ARTICLE published December 2021 in Advances in Data Analysis and Classification

Authors: Zaheer Ahmed | Alberto Cassese | Gerard van Breukelen | Jan Schepers