A simplicial complex, a hypergraph, structure in the latent semantic space of document clustering

DOI10.1016/j.ijar.2004.11.005zbMath1099.68086OpenAlexW2080301338MaRDI QIDQ2386128

Tsau-Young Lin, I-Jen Chiang

Publication date: 22 August 2005

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2004.11.005

zbMATH Keywords

TopologyAssociation rulesSimplicial complexHierarchical clusteringDocument clustering

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (4)

Locally finite complexes, modules and generalized information systems ⋮ Some classes of abstract simplicial complexes motivated by module theory ⋮ UPGMA clustering revisited: a weight-driven approach to transitive approximation ⋮ Set relations and set systems induced by some families of integral domains

Uses Software

• svdpack
• AutoClass

Cites Work

• Principal component analysis.
• On estimation of parameters in latent structure analysis
• A Sentence-to-Sentence Clustering Procedure for Pattern Analysis
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