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 2020-11-01 to 2024-11-01.)

Article	Citations
A Comparison of Reliability Coefficients for Ordinal Rating Scales	41
Understanding the Adjusted Rand Index and Other Partition Comparison Indices Based on Counting Object Pairs	29
Comparing High-Dimensional Partitions with the Co-clustering Adjusted Rand Index	22
Matrix Normal Cluster-Weighted Models	19
A Gibbs Sampling Algorithm with Monotonicity Constraints for Diagnostic Classification Models	10
Comparing Boosting and Bagging for Decision Trees of Rankings	10
MatTransMix: an R Package for Matrix Model-Based Clustering and Parsimonious Mixture Modeling	8
Hierarchical Means Clustering	7
Co-clustering of Time-Dependent Data via the Shape Invariant Model	7
Imputation Strategies for Clustering Mixed-Type Data with Missing Values	7
Multinomial Principal Component Logistic Regression on Shape Data	7
Wavelet Multidimensional Scaling Analysis of European Economic Sentiment Indicators	6
Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization	5
High-Dimensional Clustering via Random Projections	5
Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles	4
Network-Based Discriminant Analysis for Multiclassification	4
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering	4
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components	4
On Finite Mixture Modeling of Change-point Processes	3
A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data	3
Community Detection in Feature-Rich Networks Using Data Recovery Approach	3
Characteristics of Distance Matrices Based on Euclidean, Manhattan and Hausdorff Coefficients	3
Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions	3
Estimating the Covariance Matrix of the Maximum Likelihood Estimator Under Linear Cluster-Weighted Models	3
A Unified Theory of the Completeness of Q-Matrices for the DINA Model	3

DDCAL: Evenly Distributing Data into Low Variance Clusters Based on Iterative Feature Scaling	2
On Model-Based Clustering of Directional Data with Heavy Tails	2
Clustering with Minimum Spanning Trees: How Good Can It Be?	2
On Bayesian Analysis of Parsimonious Gaussian Mixture Models	2
Merging Components in Linear Gaussian Cluster-Weighted Models	2
A Semi-parametric Density Estimation with Application in Clustering	2
Supervised Classification for Link Prediction in Facebook Ego Networks With Anonymized Profile Information	2
Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering	2
Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance	2
Chimeral Clustering	1
Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures	1
Infinite Mixtures of Multivariate Normal-Inverse Gaussian Distributions for Clustering of Skewed Data	1
A Robust Contextual Fuzzy C-Means Clustering Algorithm for Noisy Image Segmentation	1
Logistic Normal Multinomial Factor Analyzers for Clustering Microbiome Data	1
Clustered Sparse Structural Equation Modeling for Heterogeneous Data	1
On Assessments of Agreement Between Fuzzy Partitions	1
Complex Principal Component Analysis: Theory and Geometrical Aspects	1
Normalised Clustering Accuracy: An Asymmetric External Cluster Validity Measure	1
A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges	1
Finite Mixture of Censored Linear Mixed Models for Irregularly Observed Longitudinal Data	1
Local and Overall Deviance R-Squared Measures for Mixtures of Generalized Linear Models	1
Clustering Brain Signals: a Robust Approach Using Functional Data Ranking	1
Dynamic Kernel Clustering by Spider Monkey Optimization Algorithm	1
Multiclass Sparse Discriminant Analysis Incorporating Graphical Structure Among Predictors	1
Matrix-Variate Hidden Markov Regression Models: Fixed and Random Covariates	1
Partition of Interval-Valued Observations Using Regression	1
Finding Outliers in Gaussian Model-based Clustering	1
Slope Stability Classification Model Based on Single-Valued Neutrosophic Matrix Energy and Its Application Under a Single-Valued Neutrosophic Matrix Scenario	0
Erratum to: The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology	0
Editorial: Journal of Classification Vol. 38-1	0
The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology	0
Editorial: Journal of Classification Vol. 39-1	0
Editorial: Journal of Classification Vol. 38-3	0
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors	0
Mixed-Type Distance Shrinkage and Selection for Clustering via Kernel Metric Learning	0
Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter?	0
E-ReMI: Extended Maximal Interaction Two-mode Clustering	0
Accelerated Sequential Data Clustering	0
Clustering Longitudinal Data for Growth Curve Modelling by Gibbs Sampler and Information Criterion	0
A New Matrix Feature Selection Strategy in Machine Learning Models for Certain Krylov Solver Prediction	0
Zero-Inflated Time Series Clustering Via Ensemble Thick-Pen Transform	0
Missing Values and Directional Outlier Detection in Model-Based Clustering	0
Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data	0
Nonparametric Cognitive Diagnosis When Attributes Are Polytomous	0
Density Peak Clustering Using Grey Wolf Optimization Approach	0
Combining Semi-supervised Clustering and Classification Under a Generalized Framework	0
Clustering-Based Oversampling Algorithm for Multi-class Imbalance Learning	0
Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering	0
Cluster Validation Based on Fisher’s Linear Discriminant Analysis	0
Erratum: Classification Under Partial Reject Options	0

Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions	0
Classification Trees with Mismeasured Responses	0
A Model-Free Subject Selection Method for Active Learning Classification Procedures	0
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects	0
Supervised Classification of High-Dimensional Correlated Data: Application to Genomic Data	0
Parsimonious Seemingly Unrelated Contaminated Normal Cluster-Weighted Models	0
Prediction of Forest Fire Risk for Artillery Military Training using Weighted Support Vector Machine for Imbalanced Data	0
Classification Under Partial Reject Options	0
Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	0
SNN-PDM: An Improved Probability Density Machine Algorithm Based on Shared Nearest Neighbors Clustering Technique	0
Computing Finite Mixture Estimators in the Tails	0
Editorial: Journal of Classification Vol. 41-1	0
Two Simple but Efficient Algorithms to Recognize Robinson Dissimilarities	0
funLOCI: A Local Clustering Algorithm for Functional Data	0
Automatic Topic Title Assignment with Word Embedding	0
Studying Hierarchical Latent Structures in Heterogeneous Populations with Missing Information	0
Multinomial Restricted Unfolding	0
Interaction Identification and Clique Screening for Classification with Ultra-high Dimensional Discrete Features	0
Vine Copula-Based Classifiers with Applications	0
Editorial: Journal of Classification Vol. 38-2	0
Editorial: Journal of Classification Vol. 40-3	0
An Effective Crow Search Algorithm and Its Application in Data Clustering	0
Erratum to: On Finite Mixture Modeling of Change-Point Processes	0
Polarized Classification Tree Models: Theory and Computational Aspects	0
Editorial: Journal of Classification Vol. 40-1	0
CPclus: Candecomp/Parafac Clustering Model for Three-Way Data	0
Model-Based Clustering with Nested Gaussian Clusters	0
A New Look at the Dirichlet Distribution: Robustness, Clustering, and Both Together	0
Editorial: Journal of Classification Vol. 40-2	0
Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	0
Sensitivity and Specificity versus Precision and Recall, and Related Dilemmas	0
Editorial: Journal of Classification Vol. 39-2	0
Skew Multiple Scaled Mixtures of Normal Distributions with Flexible Tail Behavior and Their Application to Clustering	0
Similarity-Reduced Diversities: the Effective Entropy and the Reduced Entropy	0
Multi-task Support Vector Machine Classifier with Generalized Huber Loss	0
Soft Label Guided Unsupervised Discriminative Sparse Subspace Feature Selection	0
Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection	0
Editorial: Journal of Classification Vol. 41-2	0
How to Measure the Researcher Impact with the Aid of its Impactable Area: A Concrete Approach Using Distance Geometry	0
Editorial: Journal of Classification Vol. 39-3	0