Journal of Classification

1984 - 2025

Current editor(s): Douglas Steinley

From:
Springer
The Classification Society
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Volume 34, issue 3, 2017

On the Ultrametric Generated by Random Distribution of Points in Euclidean Spaces of Large Dimensions with Correlated Coordinates pp. 366-383

A. P. Zubarev

Investigating the Performance of a Variation of Multiple Correspondence Analysis for Multiple Imputation in Categorical Data Sets pp. 384-398

Johané Nienkemper-Swanepoel and Michael J Maltitz

Modeling Threshold Interaction Effects Through the Logistic Classification Trunk pp. 399-426

Claudio Conversano and Elise Dusseldorp

Improving SVM Classification on Imbalanced Datasets by Introducing a New Bias pp. 427-443

Haydemar Núñez, Luis Gonzalez-Abril and Cecilio Angulo

A Semiparametric and Location-Shift Copula-Based Mixture Model pp. 444-464

Gildas Mazo

Exact One-Sided Bayes Factors for 2 by 2 Contingency Tables pp. 465-472

Rudy Ligtvoet

Analysis of Web Visit Histories, Part II: Predicting Navigation by Nested STUMP Regression Trees pp. 473-493

Roberta Siciliano, Antonio D’Ambrosio, Massimo Aria and Sonia Amodio

Real-Time Detection of In-flight Aircraft Damage pp. 494-513

Brenton Blair, Herbert K. H. Lee and Misty Davies

rCOSA: A Software Package for Clustering Objects on Subsets of Attributes pp. 514-547

Maarten M. Kampert, Jacqueline J. Meulman and Jerome H. Friedman

Volume 34, issue 2, 2017

Editorial pp. 163-164

Douglas L. Steinley

On Strategies to Fix Degenerate k-means Solutions pp. 165-190

Daniel Aloise, Nielsen Castelo Damasceno, Nenad Mladenović and Daniel Nobre Pinheiro

Robinsonian Matrices: Recognition Challenges pp. 191-222

D. Fortin

The Effect of Model Misspecification on Growth Mixture Model Class Enumeration pp. 223-248

Daniel McNeish and Jeffrey R. Harring

Robust Clustering in Regression Analysis via the Contaminated Gaussian Cluster-Weighted Model pp. 249-293

Antonio Punzo and Paul. D. McNicholas

Dimension-Reduced Clustering of Functional Data via Subspace Separation pp. 294-326

Michio Yamamoto and Heungsun Hwang

Handling Missing Data in Item Response Theory. Assessing the Accuracy of a Multiple Imputation Procedure Based on Latent Class Analysis pp. 327-359

Isabella Sulis and Mariano Porcu

Volume 34, issue 1, 2017

Multivariate Response and Parsimony for Gaussian Cluster-Weighted Models pp. 4-34

Utkarsh J. Dang, Antonio Punzo, Paul D. McNicholas, Salvatore Ingrassia and Ryan P. Browne

On the Correspondence Between Procrustes Analysis and Bidimensional Regression pp. 35-48

Justin L. Kern

Maximal Interaction Two-Mode Clustering pp. 49-75

Jan Schepers, Hans-Hermann Bock and Iven Mechelen

Finding Ultrametricity in Data using Topology pp. 76-84

Patrick Erik Bradley

Fusing Vantage Point Trees and Linear Discriminants for Fast Feature Classification pp. 85-107

Hugo Proença and João C. Neves

Versatile Hyper-Elliptic Clustering Approach for Streaming Data Based on One-Pass-Thrown-Away Learning pp. 108-147

Niwan Wattanakitrungroj, Saranya Maneeroj and Chidchanok Lursinsap

Single-Valued Neutrosophic Clustering Algorithms Based on Similarity Measures pp. 148-162

Jun Ye

Volume 33, issue 3, 2016

Editorial pp. 327-330

Douglas L. Steinley

Model-Based Clustering pp. 331-373

Paul D. McNicholas

Piecewise Regression Mixture for Simultaneous Functional Data Clustering and Optimal Segmentation pp. 374-411

Faicel Chamroukhi

Finite Mixture Modeling of Gaussian Regression Time Series with Application to Dendrochronology pp. 412-441

Semhar Michael and Volodymyr Melnykov

Weighted Euclidean Biplots pp. 442-459

Michael Greenacre and Patrick Groenen

Estimation of Generalized DINA Model with Order Restrictions pp. 460-484

Chen-Yu Hong, Yu-Wei Chang and Rung-Ching Tsai

Fidelity-Commensurability Tradeoff in Joint Embedding of Disparate Dissimilarities pp. 485-506

Sancar Adali and Carey E. Priebe

Kappa Coefficients for Circular Classifications pp. 507-522

Matthijs J. Warrens and Bunga C. Pratiwi

Volume 33, issue 2, 2016

Editorial pp. 167-170

Douglas L. Steinley

A Proof of the Duality of the DINA Model and the DINO Model pp. 171-184

Hans-Friedrich Köhn and Chia-Yi Chiu

On the Incommensurability Phenomenon pp. 185-209

Donniell E. Fishkind, Cencheng Shen, Youngser Park and Carey E. Priebe

A Survey on Feature Weighting Based K-Means Algorithms pp. 210-242

Renato Cordeiro Amorim

Improved Classification for Compositional Data Using the α-transformation pp. 243-261

Michail Tsagris, Simon Preston and Andrew T. A. Wood

Design of Blurring Mean-Shift Algorithms for Data Classification pp. 262-281

Carlo Grillenzoni

Weighted Graphs with Distances in Given Ranges pp. 282-297

Elena Rubei

Analysis of Web Visit Histories, Part I: Distance-Based Visualization of Sequence Rules pp. 298-324

Roberta Siciliano, Antonia D’Ambrosio, Massimo Aria and Sonia Amodio

Erratum to: Analysis of Web Visit Histories, Part I: Distance-Based Visualization of Sequence Rules pp. 325-325

Roberta Siciliano, Antonio D’Ambrosio, Massimo Aria and Sonia Amodio

Volume 33, issue 1, 2016

The Classification Society’s Bibliography Over Four Decades: History and Content Analysis pp. 6-29

Fionn Murtagh and Michael J. Kurtz

Power and Sample Size Computation for Wald Tests in Latent Class Models pp. 30-51

Dereje W. Gudicha, Fetene B. Tekle and Jeroen K. Vermunt

Divisive Latent Class Modeling as a Density Estimation Method for Categorical Data pp. 52-72

Daniël W. Palm, L. Andries Ark and Jeroen K. Vermunt

Simultaneous Predictive Gaussian Classifiers pp. 73-102

Yaqiong Cui, Jukka Sirén, Timo Koski and Jukka Corander

Contours and Tight Clusters pp. 103-117

Samuel A. Alexander

On the Properties of α-Unchaining Single Linkage Hierarchical Clustering pp. 118-140

Alvaro Martínez-Pérez

Inequalities Between Similarities for Numerical Data pp. 141-148

Matthijs J. Warrens

A New Representation of Interval Symbolic Data and Its Application in Dynamic Clustering pp. 149-165

Wenhua Li, Junpeng Guo, Ying Chen and Minglu Wang

Volume 32, issue 3, 2015

Editorial pp. 357-358

Douglas Steinley

Fractionally-Supervised Classification pp. 359-381

Irene Vrbik and Paul McNicholas

The Analysis of Multivariate Data Using Semi-Definite Programming pp. 382-413

A.H. Al-Ibrahim

Bisecting K-Means and 1D Projection Divisive Clustering: A Unified Framework and Experimental Comparison pp. 414-442

Ekaterina Kovaleva and Boris Mirkin

Affinity Propagation and Uncapacitated Facility Location Problems pp. 443-480

Michael Brusco and Douglas Steinley

An Exact Algorithm for the Two-Mode KL-Means Partitioning Problem pp. 481-515

Michael Brusco and Patrick Doreian

Discriminant Analysis of Interval Data: An Assessment of Parametric and Distance-Based Approaches pp. 516-541

Pedro Silva and Paula Brito

Erratum to: Local Statistical Modeling via a Cluster-Weighted Approach with Elliptical Distributions pp. 542-543

Salvatore Ingrassia, Simona Minotti and Giorgio Vittadini

Volume 32, issue 2, 2015

Model-Based Clustering for Conditionally Correlated Categorical Data pp. 145-175

Matthieu Marbac, Christophe Biernacki and Vincent Vandewalle

Kernel-Based Methods to Identify Overlapping Clusters with Linear and Nonlinear Boundaries pp. 176-211

Chiheb-Eddine N’Cir, Nadia Essoussi and Mohamed Limam

Point Clustering via Voting Maximization pp. 212-240

Costas Panagiotakis

TOBAE: A Density-based Agglomerative Clustering Algorithm pp. 241-267

Shehzad Khalid and Shahid Razzaq

On the Added Value of Bootstrap Analysis for K-Means Clustering pp. 268-284

Joeri Hofmans, Eva Ceulemans, Douglas Steinley and Iven Mechelen

DESPOTA: DEndrogram Slicing through a PemutatiOn Test Approach pp. 285-304

Dario Bruzzese and Domenico Vistocco

Classification Using the Zipfian Kernel pp. 305-326

Marcel Jiřina and Marcel Jiřina

Erratum to: The Generalized Linear Mixed Cluster-Weighted Model pp. 327-355

Salvatore Ingrassia, Antonio Punzo, Giorgio Vittadini and Simona Minotti

Volume 32, issue 1, 2015

Editorial pp. 1-2

Willem Heiser

Shuffled Graph Classification: Theory and Connectome Applications pp. 3-20

Joshua Vogelstein and Carey Priebe

Influence Measures for CART Classification Trees pp. 21-45

Avner Bar-Hen, Servane Gey and Jean-Michel Poggi

Feature Relevance in Ward’s Hierarchical Clustering Using the L p Norm pp. 46-62

Renato Amorim

Outlier Identification in Model-Based Cluster Analysis pp. 63-84

Katie Evans, Tanzy Love and Sally Thurston

The Generalized Linear Mixed Cluster-Weighted Model pp. 85-113

Salvatore Ingrassia, Antonio Punzo, Giorgio Vittadini and Simona Minotti

A Note on Maximizing the Agreement Between Partitions: A Stepwise Optimal Algorithm and Some Properties pp. 114-126

Douglas Steinley, Gretchen Hendrickson and Michael Brusco

Some Relationships Between Cronbach’s Alpha and the Spearman-Brown Formula pp. 127-137

Matthijs Warrens