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

Name: Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory
Brand: Springer, Berlin
SKU: 9783642070587
Price: 36217 HUF
Availability: InStock

Computational Intelligence and Soft Computing Applications

Szerző: Vassilis G. Kaburlasos

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten

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This research monograph proposes a unified, cross-fertilizing approach for knowledge-representation...

Információk a könyvről

Szerző

Vassilis G. Kaburlasos

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2010

oldal

245

EAN

9783642070587

ISBN

3642070582

Enbook ID

01652233

Kiadó

Springer, Berlin

Súly

415

Méretek

156 x 234 x 14

Teljes leírás

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

Computational Intelligence and Soft Computing Applications

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