GENNCLUS: New models for general nonhierarchical clustering analysis

DOI10.1007/BF02293709zbMath0566.62057MaRDI QIDQ1059350

Wayne S. Desarbo

Publication date: 1982

Published in: Psychometrika (Search for Journal in Brave)

zbMATH Keywords

combinatorial optimizationADCLUSoverlapping clusteringtwo-way clusteringalternating least-squaresGENNCLUS algorithmsnonhierarchical clustering analysisnonlinear constrained mathematical programmingordinary and constrained least- squares

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (24)

Optimization strategies for two-mode partitioning ⋮ Classification of asymmetric proximity data ⋮ Additive biclustering: a comparison of one new and two existing ALS algorithms ⋮ An alternating combinatorial optimization approach to fitting the INDCLUS and generalized INDCLUS models ⋮ A hierarchical Bayesian approach for examining heterogeneity in choice decisions ⋮ Hierarchical classes: model and data analysis ⋮ FUZZY C-MEANS CLUSTERING MODELS FOR MULTIVARIATE TIME-VARYING DATA: DIFFERENT APPROACHES ⋮ Additive two-mode clustering: The error-variance approach revisited ⋮ Deriving optimal data-analytic regimes from benchmarking studies ⋮ Two-mode clustering methods: astructuredoverview ⋮ Methods for the analysis of asymmetric pairwise relationships ⋮ A Bayesian vector multidimensional scaling procedure incorporating dimension reparameterization with variable selection ⋮ The heterogeneous \(p\)-median problem for categorization based clustering ⋮ TSCALE: A new multidimensional scaling procedure based on Tversky's contrast model ⋮ A hierarchical Bayesian procedure for two-mode cluster analysis ⋮ Improved biclustering of microarray data demonstrated through systematic performance tests ⋮ A maximum likelihood methodology for clusterwise linear regression ⋮ An exact algorithm for the two-mode \(KL\)-means partitioning problem ⋮ A Bayesian multinomial probit model for the analysis of panel choice data ⋮ An error variance approach to two-mode hierarchical clustering ⋮ Two-mode multi-partitioning ⋮ GENFOLD 2: A set of models and algorithms for the GENeral unFOLDing analysis of preference/dominance data ⋮ The representation of three-way proximity data by single and multiple tree structure models ⋮ A Polynomial Algorithm for a Class of 0–1 Fractional Programming Problems Involving Composite Functions, with an Application to Additive Clustering

Uses Software

• Indclus

Cites Work

• Spatial versus tree representations of proximity data
• Unnamed Item

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