Clustering large mixed-type data with ordinal variables Gero SzepannekRabea AschenbruckAdalbert Wilhelm Original Article Open access 27 May 2024
A two-group canonical variate analysis biplot for an optimal display of both means and cases Niel le RouxSugnet Gardner-Lubbe Regular Article Open access 06 May 2024
Clustering functional data via variational inference Chengqian XianCamila P. E. de SouzaRonaldo Dias Regular Article 30 April 2024
Liszt’s Étude S.136 no.1: audio data analysis of two different piano recordings Matteo Farnè Regular Article Open access 26 April 2024
Multidimensional scaling for big data Pedro DelicadoCristian Pachón-García Regular Article Open access 13 April 2024
Comparison of internal evaluation criteria in hierarchical clustering of categorical data Zdenek SulcJaroslav HornicekJana Cibulkova Regular Article 13 April 2024
View selection in multi-view stacking: choosing the meta-learner Wouter van LoonMarjolein FokkemaMark de Rooij Regular Article Open access 12 April 2024
Natural-neighborhood based, label-specific undersampling for imbalanced, multi-label data Payel SadhukhanSarbani Palit Regular Article 30 March 2024
Entropy-based fuzzy clustering of interval-valued time series Vincenzina VitalePierpaolo D’UrsoRaffaele Mattera Regular Article Open access 29 March 2024
Clustering ensemble extraction: a knowledge reuse framework Mohaddeseh SedghiEbrahim AkbariTouraj Banirostam Regular Article 27 March 2024
Mixtures of regressions using matrix-variate heavy-tailed distributions Salvatore D. TomarchioMichael P. B. Gallaugher Regular Article Open access 16 March 2024
Clustering by deep latent position model with graph convolutional network Dingge LiangMarco CorneliPierre Latouche Regular Article 12 March 2024
Choosing the number of factors in factor analysis with incomplete data via a novel hierarchical Bayesian information criterion Jianhua ZhaoChangchun ShangPhilip L. H. Yu Regular Article 07 March 2024
Estimators of various kappa coefficients based on the unbiased estimator of the expected index of agreements A. Martín AndrésM. Álvarez Hernández Regular Article Open access 06 March 2024
Special issue on “advances in models and learning for clustering and classification” Luis-Angel García-EscuderoSalvatore IngrassiaT. Brendan Murphy Editorial 27 February 2024 Pages: 1 - 4
Spatial quantile clustering of climate data Carlo GaetanPaolo GirardiVictor Muthama Musau Regular Article 22 February 2024
Robust functional logistic regression Berkay AkturkUfuk BeyaztasAbhijit Mandal Regular Article Open access 12 February 2024
Neural networks with functional inputs for multi-class supervised classification of replicated point patterns Kateřina PawlasováIva KarafiátováJiří Dvořák Regular Article Open access 07 February 2024
k-means clustering for persistent homology Yueqi CaoPrudence LeungAnthea Monod Regular Article Open access 31 January 2024
RGA: a unified measure of predictive accuracy Paolo GiudiciEmanuela Raffinetti Regular Article Open access 17 January 2024
QDA classification of high-dimensional data with rare and weak signals Hanning ChenQiang ZhaoJingjing Wu Regular Article 18 December 2023
A fresh look at mean-shift based modal clustering Jose Ameijeiras-AlonsoJochen Einbeck Regular Article 14 December 2023
A probabilistic method for reconstructing the Foreign Direct Investments network in search of ultimate host economies Nadia AccotoValerio AstutiCostanza Catalano Regular Article 08 December 2023
Variational inference for semiparametric Bayesian novelty detection in large datasets Luca BenedettiEric BoniardiFrancesco Denti Regular Article Open access 04 December 2023
Claims fraud detection with uncertain labels Félix VandervorstWouter VerbekeTim Verdonck Regular Article 30 November 2023 Pages: 219 - 243
Robust and sparse logistic regression Dries CornillyLise TubexTim Verdonck Regular Article 27 November 2023
Semiparametric mixture of linear regressions with nonparametric Gaussian scale mixture errors Sangkon OhByungtae Seo Regular Article 23 November 2023 Pages: 5 - 31
Functional clustering of fictional narratives using Vonnegut curves Shan ZhongDavid B. Hitchcock Regular Article 04 November 2023
A between-cluster approach for clustering skew-symmetric data Donatella VicariCinzia Di Nuzzo Regular Article Open access 28 October 2023 Pages: 163 - 192
Applications of dual regularized Laplacian matrix for community detection Huan QingJingli Wang Regular Article 26 October 2023
A new model for counterfactual analysis for functional data Emilio CarrizosaJasone Ramírez-AyerbeDolores Romero Morales Regular Article Open access 25 October 2023
Profile-based latent class distance association analyses for sparse tables:application to the attitude of European citizens towards sustainable tourism Francesca BassiJosé Fernando VeraJuan Antonio Marmolejo Martín Regular Article Open access 18 October 2023
Editorial for ADAC issue 4 of volume 17 (2023) Maurizio VichiAndrea CerioliClaus Weihs Editorial 14 October 2023 Pages: 823 - 827
Discovering interpretable structure in longitudinal predictors via coefficient trees Özge SürerDaniel W. ApleyEdward C. Malthouse Regular Article 11 October 2023
Generalized Cramér’s coefficient via f-divergence for contingency tables Wataru UrasakiTomoyuki NakagawaSadao Tomizawa Regular Article Open access 05 October 2023
Mixture modeling with normalizing flows for spherical density estimation Tin Lok James NgAndrew Zammit-Mangion Regular Article 04 October 2023 Pages: 103 - 120
Parsimony and parameter estimation for mixtures of multivariate leptokurtic-normal distributions Ryan P. BrowneLuca BagnatoAntonio Punzo Regular Article Open access 27 September 2023
Theory of angular depth for classification of directional data Stanislav NagyHouyem DemniGiovanni C. Porzio Regular Article 23 September 2023
Co-clustering contaminated data: a robust model-based approach Edoardo FibbiDomenico PerrottaTim Verdonck Regular Article Open access 22 September 2023 Pages: 121 - 161
Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter Xuwen ZhuYana MelnykovAngelina S. Kolomoytseva Regular Article 13 September 2023 Pages: 85 - 101
An analytic strategy for data processing of multimode networks Vincenzo Giuseppe GenovaGiuseppe GiordanoMaria Prosperina Vitale Regular Article Open access 29 August 2023
Robust gradient boosting for generalized additive models for location, scale and shape Jan SpellerChristian StaerkAndreas Mayr Regular Article Open access 26 August 2023
Editorial for ADAC issue 3 of volume 17 (2023) Maurizio VichiAndrea CerioliClaus Weihs Editorial 03 August 2023 Pages: 545 - 548
On the efficient implementation of classification rule learning Michael RappJohannes FürnkranzEyke Hüllermeier Regular Article Open access 27 July 2023
Model-based clustering using a new multivariate skew distribution Salvatore D. TomarchioLuca BagnatoAntonio Punzo Regular Article Open access 22 July 2023 Pages: 61 - 83
Slice weighted average regression Marina MasiotiJoshua DaviesLuke A. Prendergast Regular Article Open access 20 July 2023
Model based clustering of multinomial count data Panagiotis Papastamoulis Regular Article Open access 05 July 2023
A topological data analysis based classifier Rolando KindelanJosé FríasNancy Hitschfeld Regular Article 01 July 2023
A link function specification test in the single functional index model Lax ChanLaurent DelsolAldo Goia Regular Article Open access 22 June 2023
