Journal of Classification

1984 - 2025

Current editor(s): Douglas Steinley

From:
Springer
The Classification Society
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Volume 40, issue 3, 2023

Editorial: Journal of Classification Vol. 40-3 pp. 467-467

Paul D. McNicholas

Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter? pp. 468-487

Jordan Felicien Masakuna and Pierre Katalay Kafunda

A Robust Contextual Fuzzy C-Means Clustering Algorithm for Noisy Image Segmentation pp. 488-512

Karim Kalti and Asma Touil

Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering pp. 513-526

Sebastien Roch

On Model-Based Clustering of Directional Data with Heavy Tails pp. 527-551

Yingying Zhang, Volodymyr Melnykov and Igor Melnykov

Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization pp. 552-587

Milad Vahidi, Sina Aghakhani, Diego Martín, Hossein Aminzadeh and Mehrdad Kaveh

Clustered Sparse Structural Equation Modeling for Heterogeneous Data pp. 588-613

Ippei Takasawa, Kensuke Tanioka and Hiroshi Yadohisa

Multiclass Sparse Discriminant Analysis Incorporating Graphical Structure Among Predictors pp. 614-637

Jingxuan Luo, Xuejiao Li, Chongxiu Yu and Gaorong Li

Logistic Normal Multinomial Factor Analyzers for Clustering Microbiome Data pp. 638-667

Wangshu Tu and Sanjeena Subedi

Volume 40, issue 2, 2023

Editorial: Journal of Classification Vol. 40-2 pp. 213-213

Paul D. McNicholas

Characteristics of Distance Matrices Based on Euclidean, Manhattan and Hausdorff Coefficients pp. 214-232

J. T. Temple

Local and Overall Deviance R-Squared Measures for Mixtures of Generalized Linear Models pp. 233-266

Roberto Mari, Salvatore Ingrassia and Antonio Punzo

Computing Finite Mixture Estimators in the Tails pp. 267-297

Marilena Furno

E-ReMI: Extended Maximal Interaction Two-mode Clustering pp. 298-331

Zaheer Ahmed, Alberto Cassese, Gerard Breukelen and Jan Schepers

A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges pp. 332-381

C. Biernacki, J. Jacques and C. Keribin

Dynamic Kernel Clustering by Spider Monkey Optimization Algorithm pp. 382-406

Vaishali P. Patel and L. K. Vishwamitra

Zero-Inflated Time Series Clustering Via Ensemble Thick-Pen Transform pp. 407-431

Minji Kim, Hee-Seok Oh and Yaeji Lim

CPclus: Candecomp/Parafac Clustering Model for Three-Way Data pp. 432-465

Donatella Vicari and Paolo Giordani

Volume 40, issue 1, 2023

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

Paul D. McNicholas

Imputation Strategies for Clustering Mixed-Type Data with Missing Values pp. 2-24

Rabea Aschenbruck, Gero Szepannek and Adalbert F. X. Wilhelm

Merging Components in Linear Gaussian Cluster-Weighted Models pp. 25-51

Sangkon Oh and Byungtae Seo

A Semi-parametric Density Estimation with Application in Clustering pp. 52-78

Mahdi Salehi, Andriette Bekker and Mohammad Arashi

Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data pp. 79-105

Rosaria Simone

DDCAL: Evenly Distributing Data into Low Variance Clusters Based on Iterative Feature Scaling pp. 106-144

Marian Lux and Stefanie Rinderle-Ma

Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions pp. 145-167

Utkarsh J. Dang, Michael P.B. Gallaugher, Ryan P. Browne and Paul D. McNicholas

Classification Trees with Mismeasured Responses pp. 168-191

Liqun Diao and Grace Y. Yi

Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance pp. 192-212

Trent Geisler, Herman Ray and Ying Xie

Volume 39, issue 3, 2022

Editorial: Journal of Classification Vol. 39-3 pp. 409-409

Paul D. McNicholas

Network-Based Discriminant Analysis for Multiclassification pp. 410-431

Li-Pang Chen

Community Detection in Feature-Rich Networks Using Data Recovery Approach pp. 432-462

Boris Mirkin and Soroosh Shalileh

Finite Mixture of Censored Linear Mixed Models for Irregularly Observed Longitudinal Data pp. 463-486

Francisco H. C. Alencar, Larissa A Matos and Víctor H. Lachos

Understanding the Adjusted Rand Index and Other Partition Comparison Indices Based on Counting Object Pairs pp. 487-509

Matthijs J. Warrens and Hanneke Hoef

Infinite Mixtures of Multivariate Normal-Inverse Gaussian Distributions for Clustering of Skewed Data pp. 510-552

Yuan Fang, Dimitris Karlis and Sanjeena Subedi

Hierarchical Means Clustering pp. 553-577

Maurizio Vichi, Carlo Cavicchia and Patrick J. F. Groenen

Multinomial Principal Component Logistic Regression on Shape Data pp. 578-599

Meisam Moghimbeygi and Anahita Nodehi

A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data pp. 600-647

Pierpaolo D’Urso and Vincenzina Vitale

Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering pp. 648-674

Alessandro Casa, Andrea Cappozzo and Michael Fop

Volume 39, issue 2, 2022

Editorial: Journal of Classification Vol. 39-2 pp. 217-217

Paul D. McNicholas

The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology pp. 218-239

Sunghoon Kim, Ashley Stadler Blank, Wayne S. DeSarbo and Jeroen K. Vermunt

Erratum to: The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology pp. 240-240

Sunghoon Kim, Ashley Stadler Blank, Wayne S. DeSarbo and Jeroen K. Vermunt

Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles pp. 241-263

Gerhard Tutz

Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering pp. 264-301

Julian Rossbroich, Jeffrey Durieux and Tom F. Wilderjans

Supervised Classification for Link Prediction in Facebook Ego Networks With Anonymized Profile Information pp. 302-325

Riccardo Giubilei and Pierpaolo Brutti

On Assessments of Agreement Between Fuzzy Partitions pp. 326-342

Jeffrey L. Andrews, Ryan Browne and Chelsey D. Hvingelby

Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components pp. 343-375

Francisco de A. T. Carvalho, Antonio Irpino, Rosanna Verde and Antonio Balzanella

Complex Principal Component Analysis: Theory and Geometrical Aspects pp. 376-408

Jean-Jacques Denimal and Sergio Camiz

Volume 39, issue 1, 2022

Editorial: Journal of Classification Vol. 39-1 pp. 1-2

Paul D. McNicholas

On Finite Mixture Modeling of Change-point Processes pp. 3-22

Xuwen Zhu and Yana Melnykov

Erratum to: On Finite Mixture Modeling of Change-Point Processes pp. 23-23

Xuwen Zhu and Yana Melnykov

A Gibbs Sampling Algorithm with Monotonicity Constraints for Diagnostic Classification Models pp. 24-54

Kazuhiro Yamaguchi and Jonathan Templin

Partition of Interval-Valued Observations Using Regression pp. 55-77

Fei Liu and L. Billard

Comparing Boosting and Bagging for Decision Trees of Rankings pp. 78-99

Antonella Plaia, Simona Buscemi, Johannes Fürnkranz and Eneldo Loza Mencía

Similarity-Reduced Diversities: the Effective Entropy and the Reduced Entropy pp. 100-121

François Bavaud

Interaction Identification and Clique Screening for Classification with Ultra-high Dimensional Discrete Features pp. 122-146

Baiguo An, Guozhong Feng and Jianhua Guo

MatTransMix: an R Package for Matrix Model-Based Clustering and Parsimonious Mixture Modeling pp. 147-170

Xuwen Zhu, Shuchismita Sarkar and Volodymyr Melnykov

Chimeral Clustering pp. 171-190

Jason Hou-Liu and Ryan P. Browne

High-Dimensional Clustering via Random Projections pp. 191-216

Laura Anderlucci, Francesca Fortunato and Angela Montanari