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Incomplete Information: Rough Set Analysis

Name: Incomplete Information: Rough Set Analysis
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01737701
Price: 175.93 EUR
Availability: InStock
Author: Ewa Orlowska
ISBN: 9783790810493

Ewa Orlowska

Language

English

Book Hardback

Libristo code: 01737701

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, November 1997

The book presents rough set formalisms and methods of modeling and handling incomplete information a... Full description

Libristo code: 01737701

425 b

175.93 €

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The book presents rough set formalisms and methods of modeling and handling incomplete information and motivates their applicability to knowledge representation, knowledge discovery and machine learning. The book focuses on providing representational and inference mechanisms for dealing with two particular aspects of incompleteness, namely indiscernibility and similarity. Those manifestations of particular aspects of incompleteness are inherent in any data structure and any cognitive unit. Knowledge discovered from such an information is uncertain in that it can only be asserted with a tolerance. The methods developed in the book are capable of exposing the limits of that tolerance and of making reliable inferences in the environments where complete information is not available.