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This research monograph proposes a unified, cross-fertilizing approach for knowledge-representation and modeling based on lattice theory. The emphasis is on clustering, classification, and regression applications. It presents novel tools and useful perspectives for effective pattern classification. The material is multi-disciplinary based on on-going research published in major scientific journals and conferences.
Author(s): Vassilis G. Kaburlasos
Series: Studies in Computational Intelligence
Edition: 1
Publisher: Springer
Year: 2006
Language: English
Pages: 267