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 2021-04-01 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
Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering	10
A Semi-parametric Density Estimation with Application in Clustering	10
Vine Copula-Based Classifiers with Applications	9
Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection	8
Copula-Based Non-Metric Unfolding on Augmented Data Matrix	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
Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach	6
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
Combining Semi-supervised Clustering and Classification Under a Generalized Framework	5
Gaussian Aggregation Operators and Applications to Intuitionistic Fuzzy Classification	4
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
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

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
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
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