Stage-oe-small.jpg

Inproceedings494

Aus Aifbportal
Wechseln zu:Navigation, Suche


Conceptual Clustering with Iceberg Concept Lattices


Conceptual Clustering with Iceberg Concept Lattices



Published: 2001 Oktober

Buchtitel: Proc. GI-Fachgruppentreffen Maschinelles Lernen '01

Referierte Veröffentlichung

BibTeX

Kurzfassung
We introduce the notion of iceberg concept lattices and show their use in Knowledge Discovery in Databases (KDD). Iceberg lattices are a conceptual clustering method, which is well suited for analyzing very large databases. They also serve as a condensed representation of frequent itemsets, as starting point for computing bases of association rules, and as a visualization method for association rules. Iceberg concept lattices are based on the theory of Formal Concept Analysis, a mathematical theory with applications in data analysis, information retrieval, and knowledge discovery.

Download: Media:2001_494_Stumme_Conceptual_Clus_1.ps



Forschungsgebiet