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Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory

Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory

Vassilis G. Kaburlasos

243,48 €
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Editorial:
Springer Nature B.V.
Año de edición:
2010
Materia
Ciencias de la computación
ISBN:
9783642070587
243,48 €
IVA incluido
Disponible

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Sobre IBD

The Context.- Origins in Context.- Relevant Literature Review.- Theory and Algorithms.- Novel Mathematical Background.- Real-World Grounding.- Knowledge Representation.- The Modeling Problem and its Formulation.- Algorithms for Clustering, Classification, and Regression.- Applications and Comparisons.- Numeric Data Applications.- Nonnumeric Data Applications.- Connections with Established Paradigms.- Conclusion.- Implementation Issues.- Discussion.

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  • Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory
    Vassilis G. Kaburlasos
    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 ...