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 2021-02-01 to 2025-02-01.)

Article	Citations
Local and Overall Deviance R-Squared Measures for Mixtures of Generalized Linear Models	41
Editorial: Journal of Classification Vol. 39-1	32
Polarized Classification Tree Models: Theory and Computational Aspects	20
Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions	11
Editorial: Journal of Classification Vol. 40-3	10
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering	10
Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering	9
A Semi-parametric Density Estimation with Application in Clustering	7
Editorial: Journal of Classification Vol. 39-3	7
Vine Copula-Based Classifiers with Applications	7
Combining Semi-supervised Clustering and Classification Under a Generalized Framework	5
Clustering with Minimum Spanning Trees: How Good Can It Be?	5
Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection	4
Multinomial Principal Component Logistic Regression on Shape Data	4
Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance	4
Co-clustering of Time-Dependent Data via the Shape Invariant Model	4
Community Detection in Feature-Rich Networks Using Data Recovery Approach	4
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects	3
A Unified Theory of the Completeness of Q-Matrices for the DINA Model	3
Erratum to: The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology	3
Merging Components in Linear Gaussian Cluster-Weighted Models	3
Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach	3
Copula-Based Non-Metric Unfolding on Augmented Data Matrix	3
Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data	3
Clustering Longitudinal Data for Growth Curve Modelling by Gibbs Sampler and Information Criterion	2

Finite Mixture of Censored Linear Mixed Models for Irregularly Observed Longitudinal Data	2
Zero-Inflated Time Series Clustering Via Ensemble Thick-Pen Transform	2
SNN-PDM: An Improved Probability Density Machine Algorithm Based on Shared Nearest Neighbors Clustering Technique	2
Editorial: Journal of Classification Vol. 41-1	2
Finding Outliers in Gaussian Model-based Clustering	2
Accelerated Sequential Data Clustering	2
Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions	2