Journal of Classification

Title Publication Date Language Citations
Ward’s Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward’s Criterion?2014/10/01English1,881
Shape Statistics: Procrustes Superimpositions and Tangent Spaces1999/07/01English572
Hierarchical Clustering via Joint Between-Within Distances: Extending Ward's Minimum Variance Method2005/09/01English370
Estimation and Prediction for Stochastic Blockmodels for Graphs with Latent Block Structure1997/01/01273
MCLUST: Software for Model-Based Cluster Analysis1999/07/01English259
Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering2007/09/01English199
Enhanced Model-Based Clustering, Density Estimation, and Discriminant Analysis Software: MCLUST2003/01/01English193
Initializing K-means Batch Clustering: A Critical Evaluation of Several Techniques2007/06/01English157
Intelligent Choice of the Number of Clusters in K-Means Clustering: An Experimental Study with Different Cluster Spreads2010/03/01English155
Identifiablity of Models for Clusterwise Linear Regression2000/07/01148
Clustering Functional Data2003/05/01132
Model-Based Clustering2016/10/01English115
On the Equivalence of Cohen’s Kappa and the Hubert-Arabie Adjusted Rand Index2008/11/01English114
The Practice of Cluster Analysis2006/06/01English112
Cluster of Time Series2000/07/01101
K-modes Clustering2001/01/01English96
ROC and AUC with a Binary Predictor: a Potentially Misleading Metric2019/12/23English88
Estimating the Cluster Tree of a Density by Analyzing the Minimal Spanning Tree of a Sample2003/05/0187
Solving Non-Uniqueness in Agglomerative Hierarchical Clustering Using Multidendrograms2008/06/01English86
On Similarity Indices and Correction for Chance Agreement2006/09/01English84
Measuring the Reliability of Diagnostic Classification Model Examinee Estimates2013/07/01English82
A New Chaotic Whale Optimization Algorithm for Features Selection2018/07/01English78
Local Statistical Modeling via a Cluster-Weighted Approach with Elliptical Distributions2012/08/23English77
STEMM: A General Finite Mixture Structural Equation Model1997/01/0177
A Proposal for Robust Curve Clustering2005/09/01English73
Separating Latent Classes by Information Criteria2007/09/01English72
Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis2012/01/11English69
Comparing partitions1985/12/01English68
Generation of Random Clusters with Specified Degree of Separation2006/09/01English62
A Fuzzy Clustering Model for Multivariate Spatial Time Series2010/03/01English62