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Top Articles

#TitleJournalYearCitations
1Comparing partitionsJournal of Classification19856,043
2Ward’s Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward’s Criterion?Journal of Classification20142,398
3An entropy criterion for assessing the number of clusters in a mixture modelJournal of Classification19961,587
4Metric and Euclidean properties of dissimilarity coefficientsJournal of Classification1986766
5Shape Statistics: Procrustes Superimpositions and Tangent SpacesJournal of Classification1999703
6Efficient algorithms for agglomerative hierarchical clustering methodsJournal of Classification1984693
7A study of standardization of variables in cluster analysisJournal of Classification1988651
8Hierarchical Clustering via Joint Between-Within Distances: Extending Ward's Minimum Variance MethodJournal of Classification2005487
9The complexity of reconstructing trees from qualitative characters and subtreesJournal of Classification1992410
10Estimation and Prediction for Stochastic Blockmodels for Graphs with Latent Block StructureJournal of Classification1997409
11A maximum likelihood methodology for clusterwise linear regressionJournal of Classification1988395
12MCLUST: Software for Model-Based Cluster AnalysisJournal of Classification1999380
13Bayesian Regularization for Normal Mixture Estimation and Model-Based ClusteringJournal of Classification2007293
14Enhanced Model-Based Clustering, Density Estimation, and Discriminant Analysis Software: MCLUSTJournal of Classification2003277
15Statistical theory in clusteringJournal of Classification1985271
16An index of goodness-of-fit based on noncentralityJournal of Classification1989270
17Intelligent Choice of the Number of Clusters in K-Means Clustering: An Experimental Study with Different Cluster SpreadsJournal of Classification2010240
18Initializing K-means Batch Clustering: A Critical Evaluation of Several TechniquesJournal of Classification2007236
19A mixture likelihood approach for generalized linear modelsJournal of Classification1995228
20K-modes ClusteringJournal of Classification2001204
21Optimal algorithms for comparing trees with labeled leavesJournal of Classification1985190
22Identifiablity of Models for Clusterwise Linear RegressionJournal of Classification2000180
23Obtaining common pruned treesJournal of Classification1985174
24Clustering Functional DataJournal of Classification2003172
25Consensus supertrees: The synthesis of rooted trees containing overlapping sets of labeled leavesJournal of Classification1986165
26Spectral analysis of phylogenetic dataJournal of Classification1993163
27Convergence of the majorization method for multidimensional scalingJournal of Classification1988157
28Model-Based ClusteringJournal of Classification2016147
29Invariants of phylogenies in a simple case with discrete statesJournal of Classification1987142
30Comparing resemblance measuresJournal of Classification1995142
31Cluster of Time SeriesJournal of Classification2000141
32The Practice of Cluster AnalysisJournal of Classification2006140
33Weighting and selection of variables for cluster analysisJournal of Classification1995135
34On the Equivalence of Cohen’s Kappa and the Hubert-Arabie Adjusted Rand IndexJournal of Classification2008135
35On some significance tests in cluster analysisJournal of Classification1985127
36Variable selection in clusteringJournal of Classification1988126
37The median procedure for n-treesJournal of Classification1986125
38Estimating the Cluster Tree of a Density by Analyzing the Minimal Spanning Tree of a SampleJournal of Classification2003125
39On Similarity Indices and Correction for Chance AgreementJournal of Classification2006125
40Solving Non-Uniqueness in Agglomerative Hierarchical Clustering Using MultidendrogramsJournal of Classification2008123
41Approximate analysis of variance of spatially autocorrelated regional dataJournal of Classification1990120
42Recent convergence results for the fuzzy c-means clustering algorithmsJournal of Classification1988119
43ROC and AUC with a Binary Predictor: a Potentially Misleading MetricJournal of Classification2020115
44On the use of ordered sets in problems of comparison and consensus of classificationsJournal of Classification1986111
45An alternating combinatorial optimization approach to fitting the INDCLUS and generalized INDCLUS modelsJournal of Classification1994106
46Measuring the Reliability of Diagnostic Classification Model Examinee EstimatesJournal of Classification2013106
47Numerical classification of proximity data with assignment measuresJournal of Classification1985103
48Efficient algorithms for divisive hierarchical clustering with the diameter criterionJournal of Classification1991103
49Local Statistical Modeling via a Cluster-Weighted Approach with Elliptical DistributionsJournal of Classification2012103
50STEMM: A General Finite Mixture Structural Equation ModelJournal of Classification1997101