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Journal of Classification

1984 - 2025

Current editor(s): Douglas Steinley

From:
Springer
The Classification Society
Bibliographic data for series maintained by Sonal Shukla (sonal.shukla@springer.com) and Springer Nature Abstracting and Indexing (indexing@springernature.com).

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Volume 39, issue 3, 2022

Editorial: Journal of Classification Vol. 39-3 pp. 409-409 Downloads
Paul D. McNicholas
Network-Based Discriminant Analysis for Multiclassification pp. 410-431 Downloads
Li-Pang Chen
Community Detection in Feature-Rich Networks Using Data Recovery Approach pp. 432-462 Downloads
Boris Mirkin and Soroosh Shalileh
Finite Mixture of Censored Linear Mixed Models for Irregularly Observed Longitudinal Data pp. 463-486 Downloads
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 Downloads
Matthijs J. Warrens and Hanneke Hoef
Infinite Mixtures of Multivariate Normal-Inverse Gaussian Distributions for Clustering of Skewed Data pp. 510-552 Downloads
Yuan Fang, Dimitris Karlis and Sanjeena Subedi
Hierarchical Means Clustering pp. 553-577 Downloads
Maurizio Vichi, Carlo Cavicchia and Patrick J. F. Groenen
Multinomial Principal Component Logistic Regression on Shape Data pp. 578-599 Downloads
Meisam Moghimbeygi and Anahita Nodehi
A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data pp. 600-647 Downloads
Pierpaolo D’Urso and Vincenzina Vitale
Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering pp. 648-674 Downloads
Alessandro Casa, Andrea Cappozzo and Michael Fop

Volume 39, issue 2, 2022

Editorial: Journal of Classification Vol. 39-2 pp. 217-217 Downloads
Paul D. McNicholas
The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology pp. 218-239 Downloads
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 Downloads
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 Downloads
Gerhard Tutz
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering pp. 264-301 Downloads
Julian Rossbroich, Jeffrey Durieux and Tom F. Wilderjans
Supervised Classification for Link Prediction in Facebook Ego Networks With Anonymized Profile Information pp. 302-325 Downloads
Riccardo Giubilei and Pierpaolo Brutti
On Assessments of Agreement Between Fuzzy Partitions pp. 326-342 Downloads
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 Downloads
Francisco de A. T. Carvalho, Antonio Irpino, Rosanna Verde and Antonio Balzanella
Complex Principal Component Analysis: Theory and Geometrical Aspects pp. 376-408 Downloads
Jean-Jacques Denimal and Sergio Camiz

Volume 39, issue 1, 2022

Editorial: Journal of Classification Vol. 39-1 pp. 1-2 Downloads
Paul D. McNicholas
On Finite Mixture Modeling of Change-point Processes pp. 3-22 Downloads
Xuwen Zhu and Yana Melnykov
Erratum to: On Finite Mixture Modeling of Change-Point Processes pp. 23-23 Downloads
Xuwen Zhu and Yana Melnykov
A Gibbs Sampling Algorithm with Monotonicity Constraints for Diagnostic Classification Models pp. 24-54 Downloads
Kazuhiro Yamaguchi and Jonathan Templin
Partition of Interval-Valued Observations Using Regression pp. 55-77 Downloads
Fei Liu and L. Billard
Comparing Boosting and Bagging for Decision Trees of Rankings pp. 78-99 Downloads
Antonella Plaia, Simona Buscemi, Johannes Fürnkranz and Eneldo Loza Mencía
Similarity-Reduced Diversities: the Effective Entropy and the Reduced Entropy pp. 100-121 Downloads
François Bavaud
Interaction Identification and Clique Screening for Classification with Ultra-high Dimensional Discrete Features pp. 122-146 Downloads
Baiguo An, Guozhong Feng and Jianhua Guo
MatTransMix: an R Package for Matrix Model-Based Clustering and Parsimonious Mixture Modeling pp. 147-170 Downloads
Xuwen Zhu, Shuchismita Sarkar and Volodymyr Melnykov
Chimeral Clustering pp. 171-190 Downloads
Jason Hou-Liu and Ryan P. Browne
High-Dimensional Clustering via Random Projections pp. 191-216 Downloads
Laura Anderlucci, Francesca Fortunato and Angela Montanari

Volume 38, issue 3, 2021

Editorial: Journal of Classification Vol. 38-3 pp. 423-424 Downloads
Paul D. McNicholas
Clustering Brain Signals: a Robust Approach Using Functional Data Ranking pp. 425-442 Downloads
Tianbo Chen, Ying Sun, Carolina Euan and Hernando Ombao
Wavelet Multidimensional Scaling Analysis of European Economic Sentiment Indicators pp. 443-480 Downloads
Antonis Michis
Polarized Classification Tree Models: Theory and Computational Aspects pp. 481-499 Downloads
Elena Ballante, Marta Galvani, Pierpaolo Uberti and Silvia Figini
A Unified Theory of the Completeness of Q-Matrices for the DINA Model pp. 500-518 Downloads
Hans Friedrich Köhn and Chia-Yi Chiu
A Comparison of Reliability Coefficients for Ordinal Rating Scales pp. 519-543 Downloads
Alexandra Raadt, Matthijs J. Warrens, Roel J. Bosker and Henk A. L. Kiers
A Model-Free Subject Selection Method for Active Learning Classification Procedures pp. 544-555 Downloads
Bo-Shiang Ke and Yuan-chin Ivan Chang
Matrix Normal Cluster-Weighted Models pp. 556-575 Downloads
Salvatore D. Tomarchio, Paul D. McNicholas and Antonio Punzo
On Bayesian Analysis of Parsimonious Gaussian Mixture Models pp. 576-593 Downloads
Xiang Lu, Yaoxiang Li and Tanzy Love
Estimating the Covariance Matrix of the Maximum Likelihood Estimator Under Linear Cluster-Weighted Models pp. 594-625 Downloads
Gabriele Soffritti
Co-clustering of Time-Dependent Data via the Shape Invariant Model pp. 626-649 Downloads
Alessandro Casa, Charles Bouveyron, Elena Erosheva and Giovanna Menardi

Volume 38, issue 2, 2021

Editorial: Journal of Classification Vol. 38-2 pp. 187-187 Downloads
Paul D. McNicholas
Model-based Clustering of Count Processes pp. 188-211 Downloads
Tin Lok James Ng and Thomas Brendan Murphy
Improved Outcome Prediction Across Data Sources Through Robust Parameter Tuning pp. 212-231 Downloads
Nicole Ellenbach, Anne-Laure Boulesteix, Bernd Bischl, Kristian Unger and Roman Hornung
Initializing k-means Clustering by Bootstrap and Data Depth pp. 232-256 Downloads
Aurora Torrente and Juan Romo
Explicit Agreement Extremes for a 2 × 2 Table with Given Marginals pp. 257-263 Downloads
José E. Chacón
An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering pp. 264-279 Downloads
Sharon M. McNicholas, Paul D. McNicholas and Daniel A. Ashlock
Using Projection-Based Clustering to Find Distance- and Density-Based Clusters in High-Dimensional Data pp. 280-312 Downloads
Michael C. Thrun and Alfred Ultsch
k-Means, Ward and Probabilistic Distance-Based Clustering Methods with Contiguity Constraint pp. 313-352 Downloads
Andrzej Młodak
Alternative Axioms in Group Identification Problems pp. 353-362 Downloads
Federico Fioravanti and Fernando Tohmé
Applicability and Interpretability of Ward’s Hierarchical Agglomerative Clustering With or Without Contiguity Constraints pp. 363-389 Downloads
Nathanaël Randriamihamison, Nathalie Vialaneix and Pierre Neuvial
A Unified Treatment of Agreement Coefficients and their Asymptotic Results: the Formula of the Weighted Mean of Weighted Ratios pp. 390-422 Downloads
Haruhiko Ogasawara

Volume 38, issue 1, 2021

Editorial: Journal of Classification Vol. 38-1 pp. 1-1 Downloads
Paul D. McNicholas
A Membership Probability–Based Undersampling Algorithm for Imbalanced Data pp. 2-15 Downloads
Gilseung Ahn, You-Jin Park and Sun Hur
A New Performance Evaluation Metric for Classifiers: Polygon Area Metric pp. 16-26 Downloads
Onder Aydemir
Modified Subspace Constrained Mean Shift Algorithm pp. 27-43 Downloads
Youness Aliyari Ghassabeh and Frank Rudzicz
Spherical Classification of Data, a New Rule-Based Learning Method pp. 44-71 Downloads
Zhengyu Ma and Hong Seo Ryoo
Consumer Segmentation Based on Use Patterns pp. 72-88 Downloads
Juan José Fernández-Durán and María Mercedes Gregorio-Domínguez
A Variational Approximations-DIC Rubric for Parameter Estimation and Mixture Model Selection Within a Family Setting pp. 89-108 Downloads
Sanjeena Subedi and Paul D. McNicholas
“Compositional Data Analysis in Practice” by Michael Greenacre Universitat Pompeu Fabra (Barcelona, Spain), Chapman and Hall/CRC, 2018 pp. 109-111 Downloads
J. A. Martín-Fernández
Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions pp. 112-128 Downloads
Antonio D’Ambrosio, Sonia Amodio, Carmela Iorio, Giuseppe Pandolfo and Roberta Siciliano
Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering pp. 129-157 Downloads
Christophe Biernacki, Matthieu Marbac and Vincent Vandewalle
Comparing High-Dimensional Partitions with the Co-clustering Adjusted Rand Index pp. 158-186 Downloads
Valerie Robert, Yann Vasseur and Vincent Brault
Page updated 2025-04-14