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 2021-02-01 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
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
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
Accelerated Sequential Data Clustering	2

Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions	2
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
Normalised Clustering Accuracy: An Asymmetric External Cluster Validity Measure	1
Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	1
Comparing Boosting and Bagging for Decision Trees of Rankings	1
Sensitivity and Specificity versus Precision and Recall, and Related Dilemmas	1
Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles	1
Logistic Normal Multinomial Factor Analyzers for Clustering Microbiome Data	1
Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	1
A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data	1
Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter?	1
funLOCI: A Local Clustering Algorithm for Functional Data	1
Studying Hierarchical Latent Structures in Heterogeneous Populations with Missing Information	1
On Model-Based Clustering of Directional Data with Heavy Tails	1
Partition of Interval-Valued Observations Using Regression	1
Infinite Mixtures of Multivariate Normal-Inverse Gaussian Distributions for Clustering of Skewed Data	1
Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering	1
Multi-task Support Vector Machine Classifier with Generalized Huber Loss	1
Clustered Sparse Structural Equation Modeling for Heterogeneous Data	1
Skew Multiple Scaled Mixtures of Normal Distributions with Flexible Tail Behavior and Their Application to Clustering	1
A New Matrix Feature Selection Strategy in Machine Learning Models for Certain Krylov Solver Prediction	0
CPclus: Candecomp/Parafac Clustering Model for Three-Way Data	0
Two Simple but Efficient Algorithms to Recognize Robinson Dissimilarities	0
Prediction of Forest Fire Risk for Artillery Military Training using Weighted Support Vector Machine for Imbalanced Data	0
Similarity-Reduced Diversities: the Effective Entropy and the Reduced Entropy	0
Cluster Validation Based on Fisher’s Linear Discriminant Analysis	0
Automatic Topic Title Assignment with Word Embedding	0
An Effective Crow Search Algorithm and Its Application in Data Clustering	0
On Assessments of Agreement Between Fuzzy Partitions	0
Matrix-Variate Hidden Markov Regression Models: Fixed and Random Covariates	0
Supervised Classification of High-Dimensional Correlated Data: Application to Genomic Data	0
MatTransMix: an R Package for Matrix Model-Based Clustering and Parsimonious Mixture Modeling	0
Slope Stability Classification Model Based on Single-Valued Neutrosophic Matrix Energy and Its Application Under a Single-Valued Neutrosophic Matrix Scenario	0
Model-Based Clustering with Nested Gaussian Clusters	0
The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology	0
Multinomial Restricted Unfolding	0
How to Measure the Researcher Impact with the Aid of its Impactable Area: A Concrete Approach Using Distance Geometry	0
Supervised Classification for Link Prediction in Facebook Ego Networks With Anonymized Profile Information	0
Density Peak Clustering Using Grey Wolf Optimization Approach	0
DDCAL: Evenly Distributing Data into Low Variance Clusters Based on Iterative Feature Scaling	0
Erratum to: On Finite Mixture Modeling of Change-Point Processes	0
E-ReMI: Extended Maximal Interaction Two-mode Clustering	0
Editorial: Journal of Classification Vol. 40-1	0
Parsimonious Seemingly Unrelated Contaminated Normal Cluster-Weighted Models	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

On Finite Mixture Modeling of Change-point Processes	0
A Robust Contextual Fuzzy C-Means Clustering Algorithm for Noisy Image Segmentation	0
Nonparametric Cognitive Diagnosis When Attributes Are Polytomous	0
High-Dimensional Clustering via Random Projections	0
Network-Based Discriminant Analysis for Multiclassification	0
Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures	0
On Bayesian Analysis of Parsimonious Gaussian Mixture Models	0
A New Look at the Dirichlet Distribution: Robustness, Clustering, and Both Together	0
A Storage and Classification Algorithm for Concept Drift Data Streams Based on OS-ELM	0
A Comparison of Reliability Coefficients for Ordinal Rating Scales	0
Chimeral Clustering	0
Editorial: Journal of Classification Vol. 41-2	0
Editorial: Journal of Classification Vol. 38-2	0
Matrix Normal Cluster-Weighted Models	0
Interaction Identification and Clique Screening for Classification with Ultra-high Dimensional Discrete Features	0
Imputation Strategies for Clustering Mixed-Type Data with Missing Values	0
A Model-Free Subject Selection Method for Active Learning Classification Procedures	0
Classification Under Partial Reject Options	0
Complex Principal Component Analysis: Theory and Geometrical Aspects	0
Computing Finite Mixture Estimators in the Tails	0
Editorial: Journal of Classification Vol. 38-3	0
Editorial: Journal of Classification Vol. 41-3	0
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors	0
Editorial: Journal of Classification Vol. 39-2	0
Hierarchical Means Clustering	0
Soft Label Guided Unsupervised Discriminative Sparse Subspace Feature Selection	0
Multiclass Sparse Discriminant Analysis Incorporating Graphical Structure Among Predictors	0
Characteristics of Distance Matrices Based on Euclidean, Manhattan and Hausdorff Coefficients	0
Estimating the Covariance Matrix of the Maximum Likelihood Estimator Under Linear Cluster-Weighted Models	0
Missing Values and Directional Outlier Detection in Model-Based Clustering	0
A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges	0
Dynamic Kernel Clustering by Spider Monkey Optimization Algorithm	0
A Gibbs Sampling Algorithm with Monotonicity Constraints for Diagnostic Classification Models	0
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components	0
Editorial: Journal of Classification Vol. 38-1	0
Clustering-Based Oversampling Algorithm for Multi-class Imbalance Learning	0
Understanding the Adjusted Rand Index and Other Partition Comparison Indices Based on Counting Object Pairs	0
Two-Group k-Adic Similarity Coefficients for Binary Classifiers	0
Mixed-Type Distance Shrinkage and Selection for Clustering via Kernel Metric Learning	0
Erratum: Classification Under Partial Reject Options	0
Editorial: Journal of Classification Vol. 40-2	0
Classification Trees with Mismeasured Responses	0