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Towards a Unified Modeling and Knowledge-Representation Based on Lattice Theory: Computational Intelligence and Soft Computing Applications

Towards a Unified Modeling and Knowledge-Representation Based on Lattice Theory: Computational Intelligence and Soft Computing Applications

Paperback

Series: Studies in Computational Intelligence, Book 27

Technology & EngineeringGeneral ComputersGeneral Mathematics

ISBN10: 3642070582
ISBN13: 9783642070587
Publisher: Springer Nature
Published: Nov 23 2010
Pages: 245
Weight: 0.84
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English
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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