Belief Functions and Cluster Ensembles

DOI10.1007/978-3-642-02906-6_29zbMath1203.68164OpenAlexW1530124737MaRDI QIDQ3638158

Thierry Denoeux, Marie-Hélène Masson

Publication date: 2 July 2009

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-02906-6_29

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items

Ensemble clustering in the belief functions framework ⋮ Evidential reasoning in large partially ordered sets. Application to multi-label classification, ensemble clustering and preference aggregation

Cites Work

• The transferable belief model
• The presence of lattice theory in discrete problems of mathematical social sciences. Why.
• On fuzzy cluster validity indices
• ECM: An evidential version of the fuzzy \(c\)-means algorithm
• INNER AND OUTER APPROXIMATION OF BELIEF STRUCTURES USING A HIERARCHICAL CLUSTERING APPROACH
• Belief functions on lattices
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