Journal of Classification

1984 - 2025

Current editor(s): Douglas Steinley

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Springer
The Classification Society
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Volume 38, issue 3, 2021

Editorial: Journal of Classification Vol. 38-3 pp. 423-424

Paul D. McNicholas

Clustering Brain Signals: a Robust Approach Using Functional Data Ranking pp. 425-442

Tianbo Chen, Ying Sun, Carolina Euan and Hernando Ombao

Wavelet Multidimensional Scaling Analysis of European Economic Sentiment Indicators pp. 443-480

Antonis Michis

Polarized Classification Tree Models: Theory and Computational Aspects pp. 481-499

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

Hans Friedrich Köhn and Chia-Yi Chiu

A Comparison of Reliability Coefficients for Ordinal Rating Scales pp. 519-543

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

Bo-Shiang Ke and Yuan-chin Ivan Chang

Matrix Normal Cluster-Weighted Models pp. 556-575

Salvatore D. Tomarchio, Paul D. McNicholas and Antonio Punzo

On Bayesian Analysis of Parsimonious Gaussian Mixture Models pp. 576-593

Xiang Lu, Yaoxiang Li and Tanzy Love

Estimating the Covariance Matrix of the Maximum Likelihood Estimator Under Linear Cluster-Weighted Models pp. 594-625

Gabriele Soffritti

Co-clustering of Time-Dependent Data via the Shape Invariant Model pp. 626-649

Alessandro Casa, Charles Bouveyron, Elena Erosheva and Giovanna Menardi

Volume 38, issue 2, 2021

Editorial: Journal of Classification Vol. 38-2 pp. 187-187

Paul D. McNicholas

Model-based Clustering of Count Processes pp. 188-211

Tin Lok James Ng and Thomas Brendan Murphy

Improved Outcome Prediction Across Data Sources Through Robust Parameter Tuning pp. 212-231

Nicole Ellenbach, Anne-Laure Boulesteix, Bernd Bischl, Kristian Unger and Roman Hornung

Initializing k-means Clustering by Bootstrap and Data Depth pp. 232-256

Aurora Torrente and Juan Romo

Explicit Agreement Extremes for a 2 × 2 Table with Given Marginals pp. 257-263

José E. Chacón

An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering pp. 264-279

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

Michael C. Thrun and Alfred Ultsch

k-Means, Ward and Probabilistic Distance-Based Clustering Methods with Contiguity Constraint pp. 313-352

Andrzej Młodak

Alternative Axioms in Group Identification Problems pp. 353-362

Federico Fioravanti and Fernando Tohmé

Applicability and Interpretability of Ward’s Hierarchical Agglomerative Clustering With or Without Contiguity Constraints pp. 363-389

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

Haruhiko Ogasawara

Volume 38, issue 1, 2021

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

Paul D. McNicholas

A Membership Probability–Based Undersampling Algorithm for Imbalanced Data pp. 2-15

Gilseung Ahn, You-Jin Park and Sun Hur

A New Performance Evaluation Metric for Classifiers: Polygon Area Metric pp. 16-26

Onder Aydemir

Modified Subspace Constrained Mean Shift Algorithm pp. 27-43

Youness Aliyari Ghassabeh and Frank Rudzicz

Spherical Classification of Data, a New Rule-Based Learning Method pp. 44-71

Zhengyu Ma and Hong Seo Ryoo

Consumer Segmentation Based on Use Patterns pp. 72-88

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

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

J. A. Martín-Fernández

Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions pp. 112-128

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

Christophe Biernacki, Matthieu Marbac and Vincent Vandewalle

Comparing High-Dimensional Partitions with the Co-clustering Adjusted Rand Index pp. 158-186

Valerie Robert, Yann Vasseur and Vincent Brault

Volume 37, issue 3, 2020

Editorial: Journal of Classification Vol. 37-3 pp. 549-549

Paul D. McNicholas

A Short Note on Improvement of Agreement Rate pp. 550-557

Doyeob Kim and Sung-Ho Kim

Effects of Resampling in Determining the Number of Clusters in a Data Set pp. 558-583

Rainer Dangl and Friedrich Leisch

Versatile Linkage: a Family of Space-Conserving Strategies for Agglomerative Hierarchical Clustering pp. 584-597

Alberto Fernández and Sergio Gómez

Unequal Priors in Linear Discriminant Analysis pp. 598-615

Carmen Meegen, Sarah Schnackenberg and Uwe Ligges

A General Framework for Dimensionality Reduction of K-Means Clustering pp. 616-631

Tong Wu, Yanni Xiao, Muhan Guo and Feiping Nie

Are We Underestimating Food Insecurity? Partial Identification with a Bayesian 4-Parameter IRT Model pp. 632-655

Christian A. Gregory

An Optimal Weight Semi-Supervised Learning Machine for Neural Networks with Time Delay pp. 656-670

Chengbo Lu and Ying Mei

Proximity Curves for Potential-Based Clustering pp. 671-695

Attila Csenki, Daniel Neagu, Denis Torgunov and Natasha Micic

ROC and AUC with a Binary Predictor: a Potentially Misleading Metric pp. 696-708

John Muschelli

Cognitive Diagnostic Computerized Adaptive Testing for Polytomously Scored Items pp. 709-729

Xuliang Gao, Daxun Wang, Yan Cai and Dongbo Tu

C443: a Methodology to See a Forest for the Trees pp. 730-753

Aniek Sies and Iven Mechelen

Lorenz Model Selection pp. 754-768

Paolo Giudici and Emanuela Raffinetti

An Impartial Trimming Approach for Joint Dimension and Sample Reduction pp. 769-788

Luca Greco, Antonio Lucadamo and Pietro Amenta

A Note on the Formal Implementation of the K-means Algorithm with Hard Positive and Negative Constraints pp. 789-809

Igor Melnykov and Volodymyr Melnykov

Volume 37, issue 2, 2020

Editorial: Journal of Classification Vol. 37-2 pp. 275-276

Paul D. McNicholas and Douglas L. Steinley

Accurate Bayesian Data Classification Without Hyperparameter Cross-Validation pp. 277-297

Mansoor Sheikh and A. C. C. Coolen

Bayesian Local Influence of Generalized Failure Time Models with Latent Variables and Multivariate Censored Data pp. 298-316

Ming Ouyang and Xinyuan Song

Moduli Space of Families of Positive (n − 1)-Weights pp. 317-327

Simone Calamai

A Partial Mastery, Higher-Order Latent Structural Model for Polytomous Attributes in Cognitive Diagnostic Assessments pp. 328-351

Peida Zhan, Wen-Chung Wang and Xiaomin Li

Improving a Centroid-Based Clustering by Using Suitable Centroids from Another Clustering pp. 352-365

Mohammad Rezaei

Mixtures of Hidden Truncation Hyperbolic Factor Analyzers pp. 366-379

Paula M. Murray, Ryan P. Browne and Paul D. McNicholas

Classification for Time Series Data. An Unsupervised Approach Based on Reduction of Dimensionality pp. 380-398

M. Isabel Landaluce-Calvo and Juan I. Modroño-Herrán

Adjusting Person Fit Index for Skewness in Cognitive Diagnosis Modeling pp. 399-420

Kevin Carl P. Santos, Jimmy Torre and Matthias Davier

A Theoretical Analysis of the Peaking Phenomenon in Classification pp. 421-434

Amin Zollanvari, Alex Pappachen James and Reza Sameni

Suboptimal Comparison of Partitions pp. 435-461

Jonathon J. O’Brien, Michael T. Lawson, Devin K. Schweppe and Bahjat F. Qaqish

An Ensemble Feature Ranking Algorithm for Clustering Analysis pp. 462-489

Jaehong Yu, Hua Zhong and Seoung Bum Kim

Where Should I Submit My Work for Publication? An Asymmetrical Classification Model to Optimize Choice pp. 490-508

A. Ferrer-Sapena, J. M. Calabuig, L. M. García Raffi and E. A. Sánchez Pérez

A Modified k-Means Clustering Procedure for Obtaining a Cardinality-Constrained Centroid Matrix pp. 509-525

Naoto Yamashita and Kohei Adachi

Cluster Validation for Mixtures of Regressions via the Total Sum of Squares Decomposition pp. 526-547

Salvatore Ingrassia and Antonio Punzo

Volume 37, issue 1, 2020

Editorial: Journal of Classification Vol. 37-1 pp. 1-3

Douglas L. Steinley

Ordinal Forests pp. 4-17

Roman Hornung

A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells pp. 18-41

Zaineb Chelly Dagdia and Zied Elouedi

Pointed Subspace Approach to Incomplete Data pp. 42-57

Lukasz Struski, Marek Śmieja and Jacek Tabor

Asking Infinite Voters ‘Who is a J?’: Group Identification Problems in ℕ$\mathbb {N}$ pp. 58-65

Federico Fioravanti and Fernando Tohmé

Binary Whale Optimization Algorithm and Binary Moth Flame Optimization with Clustering Algorithms for Clinical Breast Cancer Diagnoses pp. 66-96

Gehad Ismail Sayed, Ashraf Darwish and Aboul Ella Hassanien

Clustering Large Datasets by Merging K-Means Solutions pp. 97-123

Volodymyr Melnykov and Semhar Michael

Variable Selection for Mixed Data Clustering: Application in Human Population Genomics pp. 124-142

Matthieu Marbac, Mohammed Sedki and Tienne Patin

Core Clustering as a Tool for Tackling Noise in Cluster Labels pp. 143-157

Renato Cordeiro Amorim, Vladimir Makarenkov and Boris Mirkin

An Algorithm for Ordinal Classification Based on Pairwise Comparison pp. 158-179

Yunli Yang, Baiyu Chen and Zhouwang Yang

Clustering Analysis of a Dissimilarity: a Review of Algebraic and Geometric Representation pp. 180-202

D. Fortin

Totally Balanced Dissimilarities pp. 203-222

François Brucker, Pascal Préa and Célia Châtel

On Cesáro Averages for Weighted Trees in the Random Forest pp. 223-236

Hieu Pham and Sigurður Olafsson

A Nonparametric Estimator of Bivariate Quantile Residual Life Model with Application to Tumor Recurrence Data Set pp. 237-253

M. Kayid, M. Shafaei Noughabi and A. M. Abouammoh

Clique-Based Method for Social Network Clustering pp. 254-274

Guang Ouyang, Dipak K. Dey and Panpan Zhang