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 2020-04-01 to 2024-04-01.)

Article	Citations
A Comparison of Reliability Coefficients for Ordinal Rating Scales	34
Using Projection-Based Clustering to Find Distance- and Density-Based Clusters in High-Dimensional Data	31
Applicability and Interpretability of Ward’s Hierarchical Agglomerative Clustering With or Without Contiguity Constraints	21
Initializing k-means Clustering by Bootstrap and Data Depth	20
Matrix Normal Cluster-Weighted Models	17
Comparing High-Dimensional Partitions with the Co-clustering Adjusted Rand Index	17
Understanding the Adjusted Rand Index and Other Partition Comparison Indices Based on Counting Object Pairs	13
Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions	10
A Gibbs Sampling Algorithm with Monotonicity Constraints for Diagnostic Classification Models	9
MatTransMix: an R Package for Matrix Model-Based Clustering and Parsimonious Mixture Modeling	8
Hierarchical Means Clustering	7
k-Means, Ward and Probabilistic Distance-Based Clustering Methods with Contiguity Constraint	6
Co-clustering of Time-Dependent Data via the Shape Invariant Model	6
Wavelet Multidimensional Scaling Analysis of European Economic Sentiment Indicators	6
Comparing Boosting and Bagging for Decision Trees of Rankings	6
High-Dimensional Clustering via Random Projections	5
Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles	4
Alternative Axioms in Group Identification Problems	4
Improved Outcome Prediction Across Data Sources Through Robust Parameter Tuning	4
Network-Based Discriminant Analysis for Multiclassification	4
Multinomial Principal Component Logistic Regression on Shape Data	4
Imputation Strategies for Clustering Mixed-Type Data with Missing Values	3
Estimating the Covariance Matrix of the Maximum Likelihood Estimator Under Linear Cluster-Weighted Models	3
On Finite Mixture Modeling of Change-point Processes	3
Community Detection in Feature-Rich Networks Using Data Recovery Approach	3

An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering	3
Supervised Classification for Link Prediction in Facebook Ego Networks With Anonymized Profile Information	2
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components	2
A Unified Theory of the Completeness of Q-Matrices for the DINA Model	2
Characteristics of Distance Matrices Based on Euclidean, Manhattan and Hausdorff Coefficients	2
Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization	2
Model-based Clustering of Count Processes	2
On Bayesian Analysis of Parsimonious Gaussian Mixture Models	2
Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering	2
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering	2
Chimeral Clustering	1
Matrix-Variate Hidden Markov Regression Models: Fixed and Random Covariates	1
A Unified Treatment of Agreement Coefficients and their Asymptotic Results: the Formula of the Weighted Mean of Weighted Ratios	1
Model-Based Clustering and Classification Using Mixtures of Multivariate Skewed Power Exponential Distributions	1
Explicit Agreement Extremes for a 2 × 2 Table with Given Marginals	1
Multiclass Sparse Discriminant Analysis Incorporating Graphical Structure Among Predictors	1
Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering	1
Merging Components in Linear Gaussian Cluster-Weighted Models	1
Editorial: Journal of Classification Vol. 37-1	1
Clustering Brain Signals: a Robust Approach Using Functional Data Ranking	1
A Kemeny Distance-Based Robust Fuzzy Clustering for Preference Data	1
Partition of Interval-Valued Observations Using Regression	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
DDCAL: Evenly Distributing Data into Low Variance Clusters Based on Iterative Feature Scaling	1
Editorial: Journal of Classification Vol. 37-3	0
Two Simple but Efficient Algorithms to Recognize Robinson Dissimilarities	0
Computing Finite Mixture Estimators in the Tails	0
Editorial: Journal of Classification Vol. 37-2	0
Editorial: Journal of Classification Vol. 39-2	0
Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter?	0
Nonparametric Cognitive Diagnosis When Attributes Are Polytomous	0
Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	0
Missing Values and Directional Outlier Detection in Model-Based Clustering	0
Zero-Inflated Time Series Clustering Via Ensemble Thick-Pen Transform	0
On Assessments of Agreement Between Fuzzy Partitions	0
On Model-Based Clustering of Directional Data with Heavy Tails	0
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects	0
Editorial: Journal of Classification Vol. 40-3	0
A Model-Free Subject Selection Method for Active Learning Classification Procedures	0
Erratum to: The Spatial Representation of Consumer Dispersion Patterns via a New Multi-level Latent Class Methodology	0
Complex Principal Component Analysis: Theory and Geometrical Aspects	0
“Compositional Data Analysis in Practice” by Michael Greenacre Universitat Pompeu Fabra (Barcelona, Spain), Chapman and Hall/CRC, 2018	0
Editorial: Journal of Classification Vol. 38-3	0
Classification Under Partial Reject Options	0
CPclus: Candecomp/Parafac Clustering Model for Three-Way Data	0
Editorial: Journal of Classification Vol. 40-2	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
Infinite Mixtures of Multivariate Normal-Inverse Gaussian Distributions for Clustering of Skewed Data	0

Soft Label Guided Unsupervised Discriminative Sparse Subspace Feature Selection	0
Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data	0
Interaction Identification and Clique Screening for Classification with Ultra-high Dimensional Discrete Features	0
Clustered Sparse Structural Equation Modeling for Heterogeneous Data	0
Supervised Classification of High-Dimensional Correlated Data: Application to Genomic Data	0
funLOCI: A Local Clustering Algorithm for Functional Data	0
Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection	0
Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance	0
Erratum: Classification Under Partial Reject Options	0
Polarized Classification Tree Models: Theory and Computational Aspects	0
Classification Trees with Mismeasured Responses	0
A Semi-parametric Density Estimation with Application in Clustering	0
Erratum to: On Finite Mixture Modeling of Change-Point Processes	0
Parsimonious Seemingly Unrelated Contaminated Normal Cluster-Weighted Models	0
Editorial: Journal of Classification Vol. 38-1	0
E-ReMI: Extended Maximal Interaction Two-mode Clustering	0
A Robust Contextual Fuzzy C-Means Clustering Algorithm for Noisy Image Segmentation	0
Model-Based Clustering with Nested Gaussian Clusters	0
A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges	0
Dynamic Kernel Clustering by Spider Monkey Optimization Algorithm	0
Editorial: Journal of Classification Vol. 41-1	0
Editorial: Journal of Classification Vol. 38-2	0
Logistic Normal Multinomial Factor Analyzers for Clustering Microbiome Data	0
Uncertainty Diagnostics of Binomial Regression Trees for Ordered Rating Data	0
Expanding the Class of Global Objective Functions for Dissimilarity-Based Hierarchical Clustering	0
Unsupervised Classification with a Family of Parsimonious Contaminated Shifted Asymmetric Laplace Mixtures	0
Editorial: Journal of Classification Vol. 39-3	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. 40-1	0