OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Classification is 2. 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 2021-03-01 to 2025-03-01.)

Article	Citations
Editorial: Journal of Classification Vol. 39-1	47
Editorial: Journal of Classification Vol. 40-3	37
Editorial: Journal of Classification Vol. 39-3	22
Co-clustering of Time-Dependent Data via the Shape Invariant Model	14
A Semi-parametric Density Estimation with Application in Clustering	11
Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance	10
Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering	10
Vine Copula-Based Classifiers with Applications	10
Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection	8
Copula-Based Non-Metric Unfolding on Augmented Data Matrix	8
Community Detection in Feature-Rich Networks Using Data Recovery Approach	7
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects	7
Clustering with Minimum Spanning Trees: How Good Can It Be?	7
Combining Semi-supervised Clustering and Classification Under a Generalized Framework	5
Multinomial Principal Component Logistic Regression on Shape Data	5
Local and Overall Deviance R-Squared Measures for Mixtures of Generalized Linear Models	4
Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions	4
Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach	4
Erratum to: The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology	3
SNN-PDM: An Improved Probability Density Machine Algorithm Based on Shared Nearest Neighbors Clustering Technique	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
Skew Multiple Scaled Mixtures of Normal Distributions with Flexible Tail Behavior and Their Application to Clustering	3
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering	3
Editorial: Journal of Classification Vol. 41-1	3

Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data	3
Merging Components in Linear Gaussian Cluster-Weighted Models	2
Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles	2
funLOCI: A Local Clustering Algorithm for Functional Data	2
Logistic Normal Multinomial Factor Analyzers for Clustering Microbiome Data	2
Studying Hierarchical Latent Structures in Heterogeneous Populations with Missing Information	2
Sensitivity and Specificity versus Precision and Recall, and Related Dilemmas	2
Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	2
Accelerated Sequential Data Clustering	2
Finding Outliers in Gaussian Model-based Clustering	2