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

Kaburlasos, Vassilis G. G.

9783642070587: Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory: Computational Intelligence and Soft Computing Applications

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ISBN 10 : 3642070582 ISBN 13 : 9783642070587

Editeur : Springer, 2010

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By ‘model’ we mean a mathematical description of a world aspect. With the proliferation of computers a variety of modeling paradigms emerged under computational intelligence and soft computing. An advancing technology is currently fragmented due, as well, to the need to cope with different types of data in different application domains. 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 is shown how rigorous analysis and design can be pursued in soft computing using conventional (hard computing) methods. Moreover, non-Turing computation can be pursued. The material here is multi-disciplinary based on our on-going research published in major scientific journals and conferences. Experimental results by various algorithms are demonstrated extensively. Relevant work by other authors is also presented both extensively and comparatively.

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�diteur: Springer
Date d'�dition: 2010
Langue: anglais
ISBN 10: 3642070582
ISBN 13: 9783642070587
Reliure: Broch�
Num�ro d'�dition: 1
Nombre de pages: 268
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Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory

Vassilis G. Kaburlasos

Edit� par Springer Berlin Heidelberg, 2010

ISBN 10 : 3642070582 ISBN 13 : 9783642070587

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents novel tools and useful perspectives for effective pattern classification and function approximation problems based on disparate types of dataIntroduces useful novel tools, which have the potential to cross-fertilize various techniq. N� de r�f. du vendeur 5046141

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

Vassilis G. Kaburlasos

Edit� par Springer Berlin Heidelberg, 2010

ISBN 10 : 3642070582 ISBN 13 : 9783642070587

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - By 'model' we mean a mathematical description of a world aspect. With the proliferation of computers a variety of modeling paradigms emerged under computational intelligence and soft computing. An advancing technology is currently fragmented due, as well, to the need to cope with different types of data in different application domains. 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 is shown how rigorous analysis and design can be pursued in soft computing using conventional (hard computing) methods. Moreover, non-Turing computation can be pursued. The material here is multi-disciplinary based on our on-going research published in major scientific journals and conferences. Experimental results by various algorithms are demonstrated extensively. Relevant work by other authors is also presented both extensively and comparatively. N� de r�f. du vendeur 9783642070587

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

Vassilis G. Kaburlasos

Edit� par Springer Berlin Heidelberg Nov 2010, 2010

ISBN 10 : 3642070582 ISBN 13 : 9783642070587

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 268 pp. Englisch. N� de r�f. du vendeur 9783642070587

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

Vassilis G. Kaburlasos

Edit� par Springer Berlin Heidelberg, Springer Berlin Heidelberg Nov 2010, 2010

ISBN 10 : 3642070582 ISBN 13 : 9783642070587

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -By �model� we mean a mathematical description of a world aspect. With the proliferation of computers a variety of modeling paradigms emerged under computational intelligence and soft computing. An advancing technology is currently fragmented due, as well, to the need to cope with different types of data in different application domains. 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 is shown how rigorous analysis and design can be pursued in soft computing using conventional (hard computing) methods. Moreover, non-Turing computation can be pursued. The material here is multi-disciplinary based on our on-going research published in major scientific journals and conferences. Experimental results by various algorithms are demonstrated extensively. Relevant work by other authors is also presented both extensively and comparatively.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 268 pp. Englisch. N� de r�f. du vendeur 9783642070587

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