Density Peak Clustering Using Grey Wolf Optimization Approach PreetiKusum Deep Original Research 05 June 2024
Finding Outliers in Gaussian Model-based Clustering Katharine M. ClarkPaul D. McNicholas Original Research 30 May 2024
SNN-PDM: An Improved Probability Density Machine Algorithm Based on Shared Nearest Neighbors Clustering Technique Shiqi WuHualong YuShang Gao OriginalPaper 17 May 2024
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors Mohammed SabriRosanna VerdeJamal Riffi OriginalPaper Open access 11 May 2024
Accelerated Sequential Data Clustering Reza MortazaviElham EnayatiAbdolali Basiri Original Research 09 May 2024
Skew Multiple Scaled Mixtures of Normal Distributions with Flexible Tail Behavior and Their Application to Clustering Abbas MahdaviAnthony F. DesmondTsung-I Lin Special Issue: IFCS 2022 06 May 2024
Editorial: Journal of Classification Vol. 41-1 Paul D. McNicholas EditorialNotes 22 March 2024 Pages: 1 - 1
Prediction of Forest Fire Risk for Artillery Military Training using Weighted Support Vector Machine for Imbalanced Data Ji Hyun NamJongmin MunJaeoh Kim OriginalPaper 04 March 2024 Pages: 170 - 189
Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection Hema BanatiRicha SharmaAsha Yadav OriginalPaper 04 March 2024
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects Chiara MasciFrancesca IevaAnna Maria Paganoni OriginalPaper Open access 04 March 2024
Multinomial Restricted Unfolding Mark de RooijFrank Busing Original Research Open access 08 April 2024 Pages: 190 - 213
Supervised Classification of High-Dimensional Correlated Data: Application to Genomic Data Aboubacry GayeAbdou Ka DiongueCheikh Loucoubar OriginalPaper 28 February 2024 Pages: 158 - 169
Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data Fulvia PennoniFrancesco BartolucciSilvia Pandolfi Erratum Open access 19 February 2024
Soft Label Guided Unsupervised Discriminative Sparse Subspace Feature Selection Keding ChenYong PengWanzeng Kong OriginalPaper 25 January 2024 Pages: 129 - 157
Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data Fulvia PennoniFrancesco BartolucciSilvia Pandolfi OriginalPaper Open access 23 January 2024
Nonparametric Cognitive Diagnosis When Attributes Are Polytomous Youn Seon Lim OriginalPaper 11 January 2024 Pages: 94 - 128
Parsimonious Seemingly Unrelated Contaminated Normal Cluster-Weighted Models Gabriele PerroneGabriele Soffritti OriginalPaper 08 January 2024
Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures Paul McLaughlinBrian C. FranczakAdam B. Kashlak OriginalPaper 06 January 2024 Pages: 65 - 93
Erratum: Classification Under Partial Reject Options Måns KarlssonOla Hössjer Erratum Open access 19 December 2023 Pages: 38 - 38
funLOCI: A Local Clustering Algorithm for Functional Data Jacopo Di IorioSimone Vantini OriginalPaper 07 December 2023
Clustered Sparse Structural Equation Modeling for Heterogeneous Data Ippei TakasawaKensuke TaniokaHiroshi Yadohisa OriginalPaper Open access 30 November 2023 Pages: 588 - 613
Classification Under Partial Reject Options Måns KarlssonOla Hössjer Original Research Open access 25 November 2023 Pages: 2 - 37
Editorial: Journal of Classification Vol. 40-3 Paul D. McNicholas EditorialNotes 16 November 2023 Pages: 467 - 467
Model-Based Clustering with Nested Gaussian Clusters Jason Hou-LiuRyan P. Browne Original Research 13 November 2023 Pages: 39 - 64
Logistic Normal Multinomial Factor Analyzers for Clustering Microbiome Data Wangshu TuSanjeena Subedi Original Research 07 November 2023 Pages: 638 - 667
Missing Values and Directional Outlier Detection in Model-Based Clustering Hung TongCristina Tortora OriginalPaper 31 October 2023
Multiclass Sparse Discriminant Analysis Incorporating Graphical Structure Among Predictors Jingxuan LuoXuejiao LiGaorong Li OriginalPaper 14 October 2023 Pages: 614 - 637
Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization Milad VahidiSina AghakhaniMehrdad Kaveh OriginalPaper 16 September 2023 Pages: 552 - 587
On Model-Based Clustering of Directional Data with Heavy Tails Yingying ZhangVolodymyr MelnykovIgor Melnykov OriginalPaper 12 September 2023 Pages: 527 - 551
Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering Sebastien Roch OriginalPaper 04 September 2023 Pages: 513 - 526
Two Simple but Efficient Algorithms to Recognize Robinson Dissimilarities M. CarmonaV. ChepoiP. Préa Special Issue: IFCS 2022 18 August 2023
A Robust Contextual Fuzzy C-Means Clustering Algorithm for Noisy Image Segmentation Karim KaltiAsma Touil Original Research 09 August 2023 Pages: 488 - 512
Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter? Jordan Felicien MASAKUNAPierre Katalay Kafunda OriginalPaper 22 July 2023 Pages: 468 - 487
A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges C. BiernackiJ. JacquesC. Keribin Invited Article 17 July 2023 Pages: 332 - 381
Editorial: Journal of Classification Vol. 40-2 Paul D. McNicholas EditorialNotes 01 July 2023 Pages: 213 - 213
Dynamic Kernel Clustering by Spider Monkey Optimization Algorithm Vaishali P. PatelL. K. Vishwamitra Original Research 18 June 2023 Pages: 382 - 406
CPclus: Candecomp/Parafac Clustering Model for Three-Way Data Donatella VicariPaolo Giordani Original Research Open access 15 June 2023 Pages: 432 - 465
Zero-Inflated Time Series Clustering Via Ensemble Thick-Pen Transform Minji KimHee-Seok OhYaeji Lim OriginalPaper Open access 12 June 2023 Pages: 407 - 431
Matrix-Variate Hidden Markov Regression Models: Fixed and Random Covariates Salvatore D. TomarchioAntonio PunzoAntonello Maruotti Special Issue: IFCS 2022 12 June 2023
E-ReMI: Extended Maximal Interaction Two-mode Clustering Zaheer AhmedAlberto CasseseJan Schepers OriginalPaper Open access 10 May 2023 Pages: 298 - 331
Editorial: Journal of Classification Vol. 40-1 Paul D. McNicholas EditorialNotes 26 April 2023 Pages: 1 - 1
Computing Finite Mixture Estimators in the Tails Marilena Furno OriginalPaper Open access 13 April 2023 Pages: 267 - 297
Local and Overall Deviance R-Squared Measures for Mixtures of Generalized Linear Models Roberto Di MariSalvatore IngrassiaAntonio Punzo OriginalPaper Open access 04 April 2023 Pages: 233 - 266
Characteristics of Distance Matrices Based on Euclidean, Manhattan and Hausdorff Coefficients J. T. Temple Original Research 03 April 2023 Pages: 214 - 232
Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance Trent GeislerHerman RayYing Xie OriginalPaper 23 February 2023 Pages: 192 - 212
Classification Trees with Mismeasured Responses Liqun DiaoGrace Y. Yi OriginalPaper 16 February 2023 Pages: 168 - 191
Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions Utkarsh J. DangMichael P.B. GallaugherPaul D. McNicholas OriginalPaper 15 February 2023 Pages: 145 - 167
DDCAL: Evenly Distributing Data into Low Variance Clusters Based on Iterative Feature Scaling Marian LuxStefanie Rinderle-Ma OriginalPaper Open access 25 January 2023 Pages: 106 - 144
Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data Rosaria Simone OriginalPaper Open access 21 January 2023 Pages: 79 - 105
A Semi-parametric Density Estimation with Application in Clustering Mahdi SalehiAndriette BekkerMohammad Arashi OriginalPaper 14 December 2022 Pages: 52 - 78