Articles

1. Clustering functional data via variational inference

   • Chengqian Xian
   • Camila P. E. de Souza
   • Ronaldo Dias

   Regular Article 30 April 2024

   

2. Liszt’s Étude S.136 no.1: audio data anaylsis of two different piano recordings

   • Matteo Farnè

   Regular Article Open access 26 April 2024

   

3. Multidimensional scaling for big data

   • Pedro Delicado
   • Cristian Pachón-García

   Regular Article Open access 13 April 2024

   

4. Comparison of internal evaluation criteria in hierarchical clustering of categorical data

   • Zdenek Sulc
   • Jaroslav Hornicek
   • Jana Cibulkova

   Regular Article 13 April 2024

   

5. View selection in multi-view stacking: choosing the meta-learner

   • Wouter van Loon
   • Marjolein Fokkema
   • Mark de Rooij

   Regular Article Open access 12 April 2024

   

6. Natural-neighborhood based, label-specific undersampling for imbalanced, multi-label data

   • Payel Sadhukhan
   • Sarbani Palit

   Regular Article 30 March 2024

   

7. Entropy-based fuzzy clustering of interval-valued time series

   • Vincenzina Vitale
   • Pierpaolo D’Urso
   • Raffaele Mattera

   Regular Article Open access 29 March 2024

   

8. Clustering ensemble extraction: a knowledge reuse framework

   • Mohaddeseh Sedghi
   • Ebrahim Akbari
   • Touraj Banirostam

   Regular Article 27 March 2024

   

9. Mixtures of regressions using matrix-variate heavy-tailed distributions

   • Salvatore D. Tomarchio
   • Michael P. B. Gallaugher

   Regular Article Open access 16 March 2024

   

10. Clustering by deep latent position model with graph convolutional network

    • Dingge Liang
    • Marco Corneli
    • Pierre Latouche

    Regular Article 12 March 2024

    

11. Choosing the number of factors in factor analysis with incomplete data via a novel hierarchical Bayesian information criterion

    • Jianhua Zhao
    • Changchun Shang
    • Philip L. H. Yu

    Regular Article 07 March 2024

    

12. Estimators of various kappa coefficients based on the unbiased estimator of the expected index of agreements

    • A. Martín Andrés
    • M. Álvarez Hernández

    Regular Article Open access 06 March 2024

13. Special issue on “advances in models and learning for clustering and classification”

    • Luis-Angel García-Escudero
    • Salvatore Ingrassia
    • T. Brendan Murphy

    Editorial 27 February 2024 Pages: 1 - 4

14. Spatial quantile clustering of climate data

    • Carlo Gaetan
    • Paolo Girardi
    • Victor Muthama Musau

    Regular Article 22 February 2024

    

15. Robust functional logistic regression

    • Berkay Akturk
    • Ufuk Beyaztas
    • Abhijit Mandal

    Regular Article Open access 12 February 2024

    

16. Neural networks with functional inputs for multi-class supervised classification of replicated point patterns

    • Kateřina Pawlasová
    • Iva Karafiátová
    • Jiří Dvořák

    Regular Article Open access 07 February 2024

    

17. k-means clustering for persistent homology

    • Yueqi Cao
    • Prudence Leung
    • Anthea Monod

    Regular Article Open access 31 January 2024

    

18. RGA: a unified measure of predictive accuracy

    • Paolo Giudici
    • Emanuela Raffinetti

    Regular Article Open access 17 January 2024

    

19. QDA classification of high-dimensional data with rare and weak signals

    • Hanning Chen
    • Qiang Zhao
    • Jingjing Wu

    Regular Article 18 December 2023

    

20. Loss-guided stability selection

    • Tino Werner

    Regular Article Open access 15 December 2023

    

21. A fresh look at mean-shift based modal clustering

    • Jose Ameijeiras-Alonso
    • Jochen Einbeck

    Regular Article 14 December 2023

    

22. A probabilistic method for reconstructing the Foreign Direct Investments network in search of ultimate host economies

    • Nadia Accoto
    • Valerio Astuti
    • Costanza Catalano

    Regular Article 08 December 2023

    

23. Variational inference for semiparametric Bayesian novelty detection in large datasets

    • Luca Benedetti
    • Eric Boniardi
    • Francesco Denti

    Regular Article Open access 04 December 2023

    

24. Claims fraud detection with uncertain labels

    • Félix Vandervorst
    • Wouter Verbeke
    • Tim Verdonck

    Regular Article 30 November 2023 Pages: 219 - 243

    

25. Robust and sparse logistic regression

    • Dries Cornilly
    • Lise Tubex
    • Tim Verdonck

    Regular Article 27 November 2023

    

26. Semiparametric mixture of linear regressions with nonparametric Gaussian scale mixture errors

    • Sangkon Oh
    • Byungtae Seo

    Regular Article 23 November 2023 Pages: 5 - 31

    

27. Functional clustering of fictional narratives using Vonnegut curves

    • Shan Zhong
    • David B. Hitchcock

    Regular Article 04 November 2023

    

28. A between-cluster approach for clustering skew-symmetric data

    • Donatella Vicari
    • Cinzia Di Nuzzo

    Regular Article Open access 28 October 2023 Pages: 163 - 192

    

29. Applications of dual regularized Laplacian matrix for community detection

    • Huan Qing
    • Jingli Wang

    Regular Article 26 October 2023

    

30. A new model for counterfactual analysis for functional data

    • Emilio Carrizosa
    • Jasone Ramírez-Ayerbe
    • Dolores Romero Morales

    Regular Article Open access 25 October 2023

    

31. Profile-based latent class distance association analyses for sparse tables:application to the attitude of European citizens towards sustainable tourism

    • Francesca Bassi
    • José Fernando Vera
    • Juan Antonio Marmolejo Martín

    Regular Article Open access 18 October 2023

    

32. Editorial for ADAC issue 4 of volume 17 (2023)

    • Maurizio Vichi
    • Andrea Cerioli
    • Claus Weihs

    Editorial 14 October 2023 Pages: 823 - 827

33. Discovering interpretable structure in longitudinal predictors via coefficient trees

    • Özge Sürer
    • Daniel W. Apley
    • Edward C. Malthouse

    Regular Article 11 October 2023

    

34. Generalized Cramér’s coefficient via f-divergence for contingency tables

    • Wataru Urasaki
    • Tomoyuki Nakagawa
    • Sadao Tomizawa

    Regular Article Open access 05 October 2023

35. Mixture modeling with normalizing flows for spherical density estimation

    • Tin Lok James Ng
    • Andrew Zammit-Mangion

    Regular Article 04 October 2023 Pages: 103 - 120

    

36. Parsimony and parameter estimation for mixtures of multivariate leptokurtic-normal distributions

    • Ryan P. Browne
    • Luca Bagnato
    • Antonio Punzo

    Regular Article Open access 27 September 2023

    

37. Theory of angular depth for classification of directional data

    • Stanislav Nagy
    • Houyem Demni
    • Giovanni C. Porzio

    Regular Article 23 September 2023

    

38. Co-clustering contaminated data: a robust model-based approach

    • Edoardo Fibbi
    • Domenico Perrotta
    • Tim Verdonck

    Regular Article Open access 22 September 2023 Pages: 121 - 161

    

39. Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter

    • Xuwen Zhu
    • Yana Melnykov
    • Angelina S. Kolomoytseva

    Regular Article 13 September 2023 Pages: 85 - 101

    

40. An analytic strategy for data processing of multimode networks

    • Vincenzo Giuseppe Genova
    • Giuseppe Giordano
    • Maria Prosperina Vitale

    Regular Article Open access 29 August 2023

    

41. Robust gradient boosting for generalized additive models for location, scale and shape

    • Jan Speller
    • Christian Staerk
    • Andreas Mayr

    Regular Article Open access 26 August 2023

    

42. Editorial for ADAC issue 3 of volume 17 (2023)

    • Maurizio Vichi
    • Andrea Cerioli
    • Claus Weihs

    Editorial 03 August 2023 Pages: 545 - 548

43. On the efficient implementation of classification rule learning

    • Michael Rapp
    • Johannes Fürnkranz
    • Eyke Hüllermeier

    Regular Article Open access 27 July 2023

    

44. Model-based clustering using a new multivariate skew distribution

    • Salvatore D. Tomarchio
    • Luca Bagnato
    • Antonio Punzo

    Regular Article Open access 22 July 2023 Pages: 61 - 83

    

45. Slice weighted average regression

    • Marina Masioti
    • Joshua Davies
    • Luke A. Prendergast

    Regular Article Open access 20 July 2023

    

46. Model based clustering of multinomial count data

    • Panagiotis Papastamoulis

    Regular Article Open access 05 July 2023

    

47. A topological data analysis based classifier

    • Rolando Kindelan
    • José Frías
    • Nancy Hitschfeld

    Regular Article 01 July 2023

    

48. A link function specification test in the single functional index model

    • Lax Chan
    • Laurent Delsol
    • Aldo Goia

    Regular Article Open access 22 June 2023

    

49. MLE for the parameters of bivariate interval-valued model

    • S. Yaser Samadi
    • L. Billard
    • Wei Xu

    Regular Article 18 June 2023

    

50. Multivariate count time series segmentation with “sums and shares” and Poisson lognormal mixture models: a comparative study using pedestrian flows within a multimodal transport hub

    • Paul de Nailly
    • Etienne Côme
    • Yasmine Merad-Boudia

    Regular Article 29 May 2023