Journal of Classification

1984 - 2025

Current editor(s): Douglas Steinley

From:
Springer
The Classification Society
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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

Volume 36, issue 3, 2019

Editorial: Journal of Classification Vol. 36-3 pp. 393-396

Douglas L. Steinley

Using an Iterative Reallocation Partitioning Algorithm to Verify Test Multidimensionality pp. 397-413

Douglas L. Steinley and M. J. Brusco

MCC: a Multiple Consensus Clustering Framework pp. 414-434

Tao Li, Yi Zhang, Dingding Wang and Jian Xu

Note: t for Two (Clusters) pp. 435-441

Stanley L. Sclove

The δ-Machine: Classification Based on Distances Towards Prototypes pp. 442-470

Beibei Yuan, Willem Heiser and Mark Rooij

A Framework for Quantifying Qualitative Responses in Pairwise Experiments pp. 471-492

A. H. Al-Ibrahim

Erratum to: A Framework for Quantifying Qualitative Responses in Pairwise Experiments pp. 493-493

A. H. Al-Ibrahim

A New Relationship Between Intuitionistic Fuzzy Sets and Genetics pp. 494-512

M. Tahan and B. Davvaz

Three-Way Symbolic Tree-Maps and Ultrametrics pp. 513-540

Katharina T. Huber, Vincent Moulton and Guillaume E. Scholz

Attribute Hierarchy Models in Cognitive Diagnosis: Identifiability of the Latent Attribute Space and Conditions for Completeness of the Q-Matrix pp. 541-565

Hans-Friedrich Köhn and Chia-Yi Chiu

A Note on Applying the BCH Method Under Linear Equality and Inequality Constraints pp. 566-575

L. Boeschoten, M. A. Croon and D. L. Oberski

Quantum-Behaved Particle Swarm Optimization for Parameter Optimization of Support Vector Machine pp. 576-598

Alaa Tharwat and Aboul Ella Hassanien

MDCGen: Multidimensional Dataset Generator for Clustering pp. 599-618

Félix Iglesias, Tanja Zseby, Daniel Ferreira and Arthur Zimek

Comparing the Utility of Different Classification Schemes for Emotive Language Analysis pp. 619-648

Lowri Williams, Michael Arribas-Ayllon, Andreas Artemiou and Irena Spasić

Card Sorting Data Collection Methodology: How Many Participants Is Most Efficient? pp. 649-658

Ethan Lantz, Jared W. Keeley, Michael C. Roberts, Maria Elena Medina-Mora, Pratap Sharan and Geoffrey M. Reed

Effects of Distance and Shape on the Estimation of the Piecewise Growth Mixture Model pp. 659-677

Yuan Liu and Hongyun Liu

Erratum to: Effects of Distance and Shape on the Estimation of the Piecewise Growth Mixture Model pp. 678-678

Yuan Liu and Hongyun Liu

Volume 36, issue 2, 2019

Editorial: Journal of Classification Vol. 36–2 pp. 175-176

Douglas L. Steinley

Exploratory Visual Inspection of Category Associations and Correlation Estimation in Multidimensional Subspaces pp. 177-199

Se-Kang Kim and Joseph H. Grochowalski

Hierarchies from Lowest Stable Ancestors in Nonbinary Phylogenetic Networks pp. 200-231

Katharina T. Huber, Vincent Moulton and Taoyang Wu

On Fractionally-Supervised Classification: Weight Selection and Extension to the Multivariate t-Distribution pp. 232-265

Michael P. B. Gallaugher and Paul D. McNicholas

On the Logistic Behaviour of the Topological Ultrametricity of Data pp. 266-276

Patrick Erik Bradley

Basic Co-Occurrence Latent Semantic Vector Space Model pp. 277-294

Feng gao Niu

Conditional Independence and Dimensionality of Cognitive Diagnostic Models: a Test for Model Fit pp. 295-305

Youn Seon Lim and Fritz Drasgow

A Reliable Small Sample Classification Algorithm by Elman Neural Network Based on PLS and GA pp. 306-321

Weikuan Jia, Dean Zhao, Ling Ding and Yuanjie Zheng

Modeling Community Structure and Topics in Dynamic Text Networks pp. 322-349

Teague R. Henry, David Banks, Derek Owens-Oas and Christine Chai

Distance and Consensus for Preference Relations Corresponding to Ordered Partitions pp. 350-367

Boris Mirkin and Trevor I. Fenner

Multiscale Clustering for Functional Data pp. 368-391

Yaeji Lim, Hee-Seok Oh and Ying Kuen Cheung

Volume 36, issue 1, 2019

Editorial: Journal of Classification Vol 36-1 pp. 1-2

Douglas L. Steinley

Growth Mixture Modeling with Measurement Selection pp. 3-25

Abby Flynt and Nema Dean

A Mixture of Coalesced Generalized Hyperbolic Distributions pp. 26-57

Cristina Tortora, Brian C. Franczak, Ryan P. Browne and Paul D. McNicholas

Comparison of Similarity Measures for Categorical Data in Hierarchical Clustering pp. 58-72

Zdeněk Šulc and Hana Řezanková

Simultaneous Method of Orthogonal Non-metric Non-negative Matrix Factorization and Constrained Non-hierarchical Clustering pp. 73-93

Kensuke Tanioka and Hiroshi Yadohisa

Optimal Landmark Point Selection Using Clustering for Manifold Modeling and Data Classification pp. 94-112

Manazhy Rashmi and Praveen Sankaran

Robustification of Gaussian Bayes Classifier by the Minimum β-Divergence Method pp. 113-139

Md. Matiur Rahaman and Md. Nurul Haque Mollah

Multiclass Classification Based on Multi-criteria Decision-making pp. 140-151

Hossein Baloochian and Hamid Reza Ghaffary

A New Method for Classifying Random Variables Based on Support Vector Machine pp. 152-174

Maryam Abaszade and Sohrab Effati