Articles

1. A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors

   • Mohammed Sabri
   • Rosanna Verde
   • Jamal Riffi

   OriginalPaper Open access 11 May 2024

   

2. Accelerated Sequential Data Clustering

   • Reza Mortazavi
   • Elham Enayati
   • Abdolali Basiri

   Original Research 09 May 2024

   

3. Skew Multiple Scaled Mixtures of Normal Distributions with Flexible Tail Behavior and Their Application to Clustering

   • Abbas Mahdavi
   • Anthony F. Desmond
   • Tsung-I Lin

   Special Issue: IFCS 2022 06 May 2024

   

4. Editorial: Journal of Classification Vol. 41-1

   • Paul D. McNicholas

   EditorialNotes 22 March 2024 Pages: 1 - 1

5. Prediction of Forest Fire Risk for Artillery Military Training using Weighted Support Vector Machine for Imbalanced Data

   • Ji Hyun Nam
   • Jongmin Mun
   • Jaeoh Kim

   OriginalPaper 04 March 2024 Pages: 170 - 189

   

6. Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection

   • Hema Banati
   • Richa Sharma
   • Asha Yadav

   OriginalPaper 04 March 2024

   

7. Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects

   • Chiara Masci
   • Francesca Ieva
   • Anna Maria Paganoni

   OriginalPaper Open access 04 March 2024

   

8. Multinomial Restricted Unfolding

   • Mark de Rooij
   • Frank Busing

   Original Research Open access 08 April 2024 Pages: 190 - 213

   

9. Supervised Classification of High-Dimensional Correlated Data: Application to Genomic Data

   • Aboubacry Gaye
   • Abdou Ka Diongue
   • Cheikh Loucoubar

   OriginalPaper 28 February 2024 Pages: 158 - 169

   

10. Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data

    • Fulvia Pennoni
    • Francesco Bartolucci
    • Silvia Pandolfi

    Erratum Open access 19 February 2024

11. Soft Label Guided Unsupervised Discriminative Sparse Subspace Feature Selection

    • Keding Chen
    • Yong Peng
    • Wanzeng Kong

    OriginalPaper 25 January 2024 Pages: 129 - 157

    

12. Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data

    • Fulvia Pennoni
    • Francesco Bartolucci
    • Silvia Pandolfi

    OriginalPaper Open access 23 January 2024

    

13. Nonparametric Cognitive Diagnosis When Attributes Are Polytomous

    • Youn Seon Lim

    OriginalPaper 11 January 2024 Pages: 94 - 128

14. Parsimonious Seemingly Unrelated Contaminated Normal Cluster-Weighted Models

    • Gabriele Perrone
    • Gabriele Soffritti

    OriginalPaper 08 January 2024

    

15. Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures

    • Paul McLaughlin
    • Brian C. Franczak
    • Adam B. Kashlak

    OriginalPaper 06 January 2024 Pages: 65 - 93

16. Erratum: Classification Under Partial Reject Options

    • Måns Karlsson
    • Ola Hössjer

    Erratum Open access 19 December 2023 Pages: 38 - 38

17. funLOCI: A Local Clustering Algorithm for Functional Data

    • Jacopo Di Iorio
    • Simone Vantini

    OriginalPaper 07 December 2023

    

18. Clustered Sparse Structural Equation Modeling for Heterogeneous Data

    • Ippei Takasawa
    • Kensuke Tanioka
    • Hiroshi Yadohisa

    OriginalPaper Open access 30 November 2023 Pages: 588 - 613

    

19. Classification Under Partial Reject Options

    • Måns Karlsson
    • Ola Hössjer

    Original Research Open access 25 November 2023 Pages: 2 - 37

    

20. Editorial: Journal of Classification Vol. 40-3

    • Paul D. McNicholas

    EditorialNotes 16 November 2023 Pages: 467 - 467

21. Model-Based Clustering with Nested Gaussian Clusters

    • Jason Hou-Liu
    • Ryan P. Browne

    Original Research 13 November 2023 Pages: 39 - 64

    

22. Logistic Normal Multinomial Factor Analyzers for Clustering Microbiome Data

    • Wangshu Tu
    • Sanjeena Subedi

    Original Research 07 November 2023 Pages: 638 - 667

    

23. Missing Values and Directional Outlier Detection in Model-Based Clustering

    • Hung Tong
    • Cristina Tortora

    OriginalPaper 31 October 2023

    

24. Multiclass Sparse Discriminant Analysis Incorporating Graphical Structure Among Predictors

    • Jingxuan Luo
    • Xuejiao Li
    • Gaorong Li

    OriginalPaper 14 October 2023 Pages: 614 - 637

    

25. Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization

    • Milad Vahidi
    • Sina Aghakhani
    • Mehrdad Kaveh

    OriginalPaper 16 September 2023 Pages: 552 - 587

    

26. On Model-Based Clustering of Directional Data with Heavy Tails

    • Yingying Zhang
    • Volodymyr Melnykov
    • Igor Melnykov

    OriginalPaper 12 September 2023 Pages: 527 - 551

    

27. Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering

    • Sebastien Roch

    OriginalPaper 04 September 2023 Pages: 513 - 526

    

28. Two Simple but Efficient Algorithms to Recognize Robinson Dissimilarities

    • M. Carmona
    • V. Chepoi
    • P. Préa

    Special Issue: IFCS 2022 18 August 2023

    

29. A Robust Contextual Fuzzy C-Means Clustering Algorithm for Noisy Image Segmentation

    • Karim Kalti
    • Asma Touil

    Original Research 09 August 2023 Pages: 488 - 512

    

30. Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter?

    • Jordan Felicien MASAKUNA
    • Pierre Katalay Kafunda

    OriginalPaper 22 July 2023 Pages: 468 - 487

    

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

    • C. Biernacki
    • J. Jacques
    • C. Keribin

    Invited Article 17 July 2023 Pages: 332 - 381

    

32. Editorial: Journal of Classification Vol. 40-2

    • Paul D. McNicholas

    EditorialNotes 01 July 2023 Pages: 213 - 213

33. Dynamic Kernel Clustering by Spider Monkey Optimization Algorithm

    • Vaishali P. Patel
    • L. K. Vishwamitra

    Original Research 18 June 2023 Pages: 382 - 406

    

34. CPclus: Candecomp/Parafac Clustering Model for Three-Way Data

    • Donatella Vicari
    • Paolo Giordani

    Original Research Open access 15 June 2023 Pages: 432 - 465

    

35. Zero-Inflated Time Series Clustering Via Ensemble Thick-Pen Transform

    • Minji Kim
    • Hee-Seok Oh
    • Yaeji Lim

    OriginalPaper Open access 12 June 2023 Pages: 407 - 431

    

36. Matrix-Variate Hidden Markov Regression Models: Fixed and Random Covariates

    • Salvatore D. Tomarchio
    • Antonio Punzo
    • Antonello Maruotti

    Special Issue: IFCS 2022 12 June 2023

    

37. E-ReMI: Extended Maximal Interaction Two-mode Clustering

    • Zaheer Ahmed
    • Alberto Cassese
    • Jan Schepers

    OriginalPaper Open access 10 May 2023 Pages: 298 - 331

    

38. Editorial: Journal of Classification Vol. 40-1

    • Paul D. McNicholas

    EditorialNotes 26 April 2023 Pages: 1 - 1

39. Computing Finite Mixture Estimators in the Tails

    • Marilena Furno

    OriginalPaper Open access 13 April 2023 Pages: 267 - 297

    

40. Local and Overall Deviance R-Squared Measures for Mixtures of Generalized Linear Models

    • Roberto Di Mari
    • Salvatore Ingrassia
    • Antonio Punzo

    OriginalPaper Open access 04 April 2023 Pages: 233 - 266

    

41. Characteristics of Distance Matrices Based on Euclidean, Manhattan and Hausdorff Coefficients

    • J. T. Temple

    Original Research 03 April 2023 Pages: 214 - 232

    

42. Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance

    • Trent Geisler
    • Herman Ray
    • Ying Xie

    OriginalPaper 23 February 2023 Pages: 192 - 212

    

43. Classification Trees with Mismeasured Responses

    • Liqun Diao
    • Grace Y. Yi

    OriginalPaper 16 February 2023 Pages: 168 - 191

    

44. Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions

    • Utkarsh J. Dang
    • Michael P.B. Gallaugher
    • Paul D. McNicholas

    OriginalPaper 15 February 2023 Pages: 145 - 167

    

45. DDCAL: Evenly Distributing Data into Low Variance Clusters Based on Iterative Feature Scaling

    • Marian Lux
    • Stefanie Rinderle-Ma

    OriginalPaper Open access 25 January 2023 Pages: 106 - 144

    

46. Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data

    • Rosaria Simone

    OriginalPaper Open access 21 January 2023 Pages: 79 - 105

    

47. A Semi-parametric Density Estimation with Application in Clustering

    • Mahdi Salehi
    • Andriette Bekker
    • Mohammad Arashi

    OriginalPaper 14 December 2022 Pages: 52 - 78

    

48. Merging Components in Linear Gaussian Cluster-Weighted Models

    • Sangkon Oh
    • Byungtae Seo

    Original Research 07 December 2022 Pages: 25 - 51

    

49. Imputation Strategies for Clustering Mixed-Type Data with Missing Values

    • Rabea Aschenbruck
    • Gero Szepannek
    • Adalbert F. X. Wilhelm

    OriginalPaper Open access 26 November 2022 Pages: 2 - 24

    

50. Editorial: Journal of Classification Vol. 39-3

    • Paul D. McNicholas

    EditorialNotes 13 December 2022 Pages: 409 - 409