eBook, PDF

Similarity-Based Clustering (eBook, PDF)

Recent Developments and Biomedical Applications

Redaktion: Villmann, Thomas; Verleysen, Michel; Hammer, Barbara; Biehl, M.
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This book is the outcome of the Dagstuhl Seminar on "Similarity-Based Clustering" held at Dagstuhl Castle, Germany, in Spring 2007.In three chapters, the three fundamental aspects of a theoretical background, the representation of data and their connection to algorithms, and particular challenging applications are considered. Topics discussed concern a theoretical investigation and foundation of prototype based learning algorithms, the development and extension of models to directions such as general data structures and the application for the domain of medicine and biology.Similarity based me...

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