OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Classification is 0. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
Editorial: Journal of Classification Vol. 39-1	47
Editorial: Journal of Classification Vol. 40-3	44
Editorial: Journal of Classification Vol. 39-3	22
Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance	15
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering	14
Co-clustering of Time-Dependent Data via the Shape Invariant Model	12
A Semi-parametric Density Estimation with Application in Clustering	10
Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering	10
Vine Copula-Based Classifiers with Applications	9
Copula-Based Non-Metric Unfolding on Augmented Data Matrix	8
Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection	8
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects	7
Community Detection in Feature-Rich Networks Using Data Recovery Approach	7
Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions	6
Erratum to: The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology	6
Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach	6
Combining Semi-supervised Clustering and Classification Under a Generalized Framework	5
Multinomial Principal Component Logistic Regression on Shape Data	4
Local and Overall Deviance R-Squared Measures for Mixtures of Generalized Linear Models	4
Clustering with Minimum Spanning Trees: How Good Can It Be?	4
Gaussian Aggregation Operators and Applications to Intuitionistic Fuzzy Classification	4
Accelerated Sequential Data Clustering	3
Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	3
On the Local Ultrametricity of Finite Metric Data	3
Editorial: Journal of Classification Vol. 41-1	3

Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles	3
A Unified Theory of the Completeness of Q-Matrices for the DINA Model	3
Multi-task Support Vector Machine Classifier with Generalized Huber Loss	3
funLOCI: A Local Clustering Algorithm for Functional Data	3
On Model-Based Clustering of Directional Data with Heavy Tails	3
Sensitivity and Specificity versus Precision and Recall, and Related Dilemmas	2
Clustering Longitudinal Data for Growth Curve Modelling by Gibbs Sampler and Information Criterion	2
SNN-PDM: An Improved Probability Density Machine Algorithm Based on Shared Nearest Neighbors Clustering Technique	2
Clustered Sparse Structural Equation Modeling for Heterogeneous Data	2
Finite Mixture of Censored Linear Mixed Models for Irregularly Observed Longitudinal Data	2
Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	2
Zero-Inflated Time Series Clustering Via Ensemble Thick-Pen Transform	2
Skew Multiple Scaled Mixtures of Normal Distributions with Flexible Tail Behavior and Their Application to Clustering	2
Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data	2
Infinite Mixtures of Multivariate Normal-Inverse Gaussian Distributions for Clustering of Skewed Data	1
Finding Outliers in Gaussian Model-based Clustering	1
A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data	1
Comparing Boosting and Bagging for Decision Trees of Rankings	1
A New Look at the Dirichlet Distribution: Robustness, Clustering, and Both Together	1
Normalised Clustering Accuracy: An Asymmetric External Cluster Validity Measure	1
Studying Hierarchical Latent Structures in Heterogeneous Populations with Missing Information	1
Logistic Normal Multinomial Factor Analyzers for Clustering Microbiome Data	1
A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges	1
Prediction of Forest Fire Risk for Artillery Military Training using Weighted Support Vector Machine for Imbalanced Data	1
Identifying Effective Algorithms and Measures for Enhanced Clustering Quality: A Comprehensive Examination of Arbitrary Decisions in Hierarchical Clustering Algorithms	1
Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering	1
Merging Components in Linear Gaussian Cluster-Weighted Models	1
Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions	1
A Novel Approach for Biclustering Bipartite Networks: An Extension of Finite Mixtures of Latent Trait Analyzers	1
Partition of Interval-Valued Observations Using Regression	1
Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter?	1
Editorial: Journal of Classification Vol. 42-1	1
Matrix-Variate Hidden Markov Regression Models: Fixed and Random Covariates	1
Editorial: Journal of Classification Vol. 40-1	0
Chimeral Clustering	0
Curve Clustering via Pairwise Directions Estimation	0
A New Matrix Feature Selection Strategy in Machine Learning Models for Certain Krylov Solver Prediction	0
Clustering-Based Oversampling Algorithm for Multi-class Imbalance Learning	0
Model-Based Clustering with Nested Gaussian Clusters	0
Estimating the Covariance Matrix of the Maximum Likelihood Estimator Under Linear Cluster-Weighted Models	0
A Comparison of Reliability Coefficients for Ordinal Rating Scales	0
An Effective Crow Search Algorithm and Its Application in Data Clustering	0
Computing Finite Mixture Estimators in the Tails	0
Two-Group k-Adic Similarity Coefficients for Binary Classifiers	0
Two Simple but Efficient Algorithms to Recognize Robinson Dissimilarities	0
High-Dimensional Clustering via Random Projections	0
On Bayesian Analysis of Parsimonious Gaussian Mixture Models	0
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors	0
A Gibbs Sampling Algorithm with Monotonicity Constraints for Diagnostic Classification Models	0
The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology	0

Interaction Identification and Clique Screening for Classification with Ultra-high Dimensional Discrete Features	0
Editorial: Journal of Classification Vol. 38-1	0
Editorial: Journal of Classification Vol. 40-2	0
Multiclass Sparse Discriminant Analysis Incorporating Graphical Structure Among Predictors	0
Torus Probabilistic Principal Component Analysis	0
Nonparametric Cognitive Diagnosis When Attributes Are Polytomous	0
Editorial: Journal of Classification Vol. 41-2	0
Understanding the Adjusted Rand Index and Other Partition Comparison Indices Based on Counting Object Pairs	0
How to Measure the Researcher Impact with the Aid of its Impactable Area: A Concrete Approach Using Distance Geometry	0
Parsimonious Seemingly Unrelated Contaminated Normal Cluster-Weighted Models	0
Editorial: Journal of Classification Vol. 38-2	0
DDCAL: Evenly Distributing Data into Low Variance Clusters Based on Iterative Feature Scaling	0
Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures	0
E-ReMI: Extended Maximal Interaction Two-mode Clustering	0
A Storage and Classification Algorithm for Concept Drift Data Streams Based on OS-ELM	0
On Finite Mixture Modeling of Change-point Processes	0
Classification Trees with Mismeasured Responses	0
Mixed-Type Distance Shrinkage and Selection for Clustering via Kernel Metric Learning	0
Supervised Classification of High-Dimensional Correlated Data: Application to Genomic Data	0
Missing Values and Directional Outlier Detection in Model-Based Clustering	0
Erratum: Classification Under Partial Reject Options	0
Multinomial Restricted Unfolding	0
Erratum to: On Finite Mixture Modeling of Change-Point Processes	0
Supervised Classification for Link Prediction in Facebook Ego Networks With Anonymized Profile Information	0
Cluster Validation Based on Fisher’s Linear Discriminant Analysis	0
Detecting Anomalies in European Trade Data Using Directed Weighted Multilayer Dynamic Networks	0
Hierarchical Means Clustering	0
MatTransMix: an R Package for Matrix Model-Based Clustering and Parsimonious Mixture Modeling	0
Density Peak Clustering Using Grey Wolf Optimization Approach	0
On Assessments of Agreement Between Fuzzy Partitions	0
Imputation Strategies for Clustering Mixed-Type Data with Missing Values	0
Slope Stability Classification Model Based on Single-Valued Neutrosophic Matrix Energy and Its Application Under a Single-Valued Neutrosophic Matrix Scenario	0
Editorial: Journal of Classification Vol. 41-3	0
Dynamic Kernel Clustering by Spider Monkey Optimization Algorithm	0
Similarity-Reduced Diversities: the Effective Entropy and the Reduced Entropy	0
Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization	0
Network-Based Discriminant Analysis for Multiclassification	0
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components	0
Classification Under Partial Reject Options	0
Complex Principal Component Analysis: Theory and Geometrical Aspects	0
Automatic Topic Title Assignment with Word Embedding	0
CPclus: Candecomp/Parafac Clustering Model for Three-Way Data	0
Soft Label Guided Unsupervised Discriminative Sparse Subspace Feature Selection	0
A Model-Free Subject Selection Method for Active Learning Classification Procedures	0
Characteristics of Distance Matrices Based on Euclidean, Manhattan and Hausdorff Coefficients	0
Editorial: Journal of Classification Vol. 38-3	0
Editorial: Journal of Classification Vol. 39-2	0
A Robust Contextual Fuzzy C-Means Clustering Algorithm for Noisy Image Segmentation	0
Matrix Normal Cluster-Weighted Models	0