A Model-Based Clustering Approach for Bounded Data Using Transformation-Based Gaussian Mixture Models Luca Scrucca Original Research 19 June 2025
Random Forest Variable Importance-Based Selection Algorithm in Class Imbalance Problem Yunbi NamSunwoo Han Original Research 18 June 2025
The Dutch Scaler Performance Indicator: How Much Did My Model Actually Learn? Etienne Pieter van de BijlJan Gerard KleinRobert Douwe van der Mei OriginalPaper Open access 12 April 2025
Natural Language-Based Synthetic Data Generation for Cluster Analysis Michael J. ZellingerPeter Bühlmann Original Research Open access 31 March 2025
A Novel Approach for Biclustering Bipartite Networks: An Extension of Finite Mixtures of Latent Trait Analyzers Dalila FailliMaria Francesca MarinoFrancesca Martella Original Research Open access 26 March 2025
On the Local Ultrametricity of Finite Metric Data Patrick Erik Bradley Original Research Open access 25 March 2025
Gaussian Aggregation Operators and Applications to Intuitionistic Fuzzy Classification Mehmet Ünver OriginalPaper Open access 22 March 2025
Detecting Anomalies in European Trade Data Using Directed Weighted Multilayer Dynamic Networks Shuchismita SarkarVolodymyr Melnykov Original Research Open access 22 March 2025
Identifying Effective Algorithms and Measures for Enhanced Clustering Quality: A Comprehensive Examination of Arbitrary Decisions in Hierarchical Clustering Algorithms Rashid BehzadidoostHabib Izadkhah OriginalPaper 15 March 2025
Torus Probabilistic Principal Component Analysis Anahita NodehiMousa GolalizadehClaudio Agostinelli Original Research 15 March 2025
Editorial: Journal of Classification Vol. 42-1 Paul D. McNicholas EditorialNotes 13 March 2025 Pages: 1 - 1
A Storage and Classification Algorithm for Concept Drift Data Streams Based on OS-ELM Ying MeiChengbo LuGuoqing Meng Original Research 03 January 2025
Two-Group k-Adic Similarity Coefficients for Binary Classifiers Perišić AnaVanbelle Sophie Original Research 26 December 2024
Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach Philip BuczakDaniel HornMarkus Pauly Original Research Open access 09 December 2024
Editorial: Journal of Classification Vol. 41-3 Mark de RooijBrian C. FranczakPaul D. McNicholas EditorialNotes 26 November 2024 Pages: 427 - 428
Copula-Based Non-Metric Unfolding on Augmented Data Matrix Marta Nai RusconeDaniel FernándezAntonio D’Ambrosio OriginalPaper 21 November 2024 Pages: 678 - 697
Vine Copula-Based Classifiers with Applications Özge ŞahinHarry Joe Original Research Open access 15 October 2024
Mixed-Type Distance Shrinkage and Selection for Clustering via Kernel Metric Learning Jesse S. GhashtiJohn R. J. Thompson Original Research 07 October 2024
Studying Hierarchical Latent Structures in Heterogeneous Populations with Missing Information Francesca GreselinGiorgia Zaccaria Original Research Open access 04 October 2024
How to Measure the Researcher Impact with the Aid of its Impactable Area: A Concrete Approach Using Distance Geometry Beniamino Cappelletti-MontanoGianmarco CherchiMonica Musio Original Research Open access 26 August 2024 Pages: 253 - 281
Multi-task Support Vector Machine Classifier with Generalized Huber Loss Qi LiuWenxin ZhuZhihong Ma OriginalPaper 23 August 2024 Pages: 221 - 252
Clustering-Based Oversampling Algorithm for Multi-class Imbalance Learning Haixia ZhaoJian Wu OriginalPaper 22 August 2024 Pages: 205 - 220
Combining Semi-supervised Clustering and Classification Under a Generalized Framework Zhen JiangLingyun ZhaoYu Lu OriginalPaper 13 August 2024 Pages: 181 - 204
Slope Stability Classification Model Based on Single-Valued Neutrosophic Matrix Energy and Its Application Under a Single-Valued Neutrosophic Matrix Scenario Jun YeKaiqian DuRui Yong Original Research 23 July 2024 Pages: 163 - 180
An Effective Crow Search Algorithm and Its Application in Data Clustering Rajesh RanjanJitender Kumar Chhabra Original Research 23 July 2024 Pages: 134 - 162
Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions Alexa A. SochaniwskyMichael P. B. GallaugherPaul D. McNicholas Original Research 12 July 2024 Pages: 113 - 133
Clustering with Minimum Spanning Trees: How Good Can It Be? Marek GagolewskiAnna CenaŁukasz Brzozowski Original Research Open access 06 July 2024 Pages: 90 - 112
A New Matrix Feature Selection Strategy in Machine Learning Models for Certain Krylov Solver Prediction Hai-Bing SunYan-Fei JingXiao-Wen Xu Original Research 06 July 2024 Pages: 72 - 89
Cluster Validation Based on Fisher’s Linear Discriminant Analysis Fabian KächeleNora Schneider Original Research Open access 04 July 2024 Pages: 54 - 71
Editorial: Journal of Classification Vol. 41-2 Paul D. McNicholas EditorialNotes 03 July 2024 Pages: 215 - 215
A New Look at the Dirichlet Distribution: Robustness, Clustering, and Both Together Salvatore D. TomarchioAntonio PunzoAndriette Bekker Original Research Open access 02 July 2024 Pages: 31 - 53
Automatic Topic Title Assignment with Word Embedding Gianpaolo ZammarchiMaurizio RomanoClaudio Conversano OriginalPaper Open access 01 July 2024 Pages: 650 - 677
Normalised Clustering Accuracy: An Asymmetric External Cluster Validity Measure Marek Gagolewski OriginalPaper Open access 28 June 2024 Pages: 2 - 30
Sensitivity and Specificity versus Precision and Recall, and Related Dilemmas William Cullerne Bown OriginalPaper 26 June 2024 Pages: 402 - 426
Clustering Longitudinal Data for Growth Curve Modelling by Gibbs Sampler and Information Criterion Yu FeiRongli LiGuoqi Qian OriginalPaper Open access 19 June 2024 Pages: 371 - 401
Density Peak Clustering Using Grey Wolf Optimization Approach PreetiKusum Deep Original Research 05 June 2024 Pages: 338 - 370
Finding Outliers in Gaussian Model-based Clustering Katharine M. ClarkPaul D. McNicholas Original Research 30 May 2024 Pages: 313 - 337
SNN-PDM: An Improved Probability Density Machine Algorithm Based on Shared Nearest Neighbors Clustering Technique Shiqi WuHualong YuShang Gao OriginalPaper 17 May 2024 Pages: 289 - 312
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 Pages: 264 - 288
Accelerated Sequential Data Clustering Reza MortazaviElham EnayatiAbdolali Basiri Original Research 09 May 2024 Pages: 245 - 263
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 Pages: 620 - 649
Editorial: Journal of Classification Vol. 41-1 Paul D. McNicholas EditorialNotes 22 March 2024 Pages: 1 - 1
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 Pages: 591 - 619
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 Pages: 216 - 244
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 Pages: 590 - 590
Soft Label Guided Unsupervised Discriminative Sparse Subspace Feature Selection Keding ChenYong PengWanzeng Kong OriginalPaper 25 January 2024 Pages: 129 - 157
