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Incomplete Information: Rough Set Analysis

Language EnglishEnglish
Book Hardback
Book Incomplete Information: Rough Set Analysis Ewa Orlowska
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
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179.93 €
351.91  лв
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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.

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About the book

Full name Incomplete Information: Rough Set Analysis
Author Ewa Orlowska
Language English
Binding Book - Hardback
Date of issue 1997
Number of pages 613
EAN 9783790810493
ISBN 3790810495
Libristo code 01737701
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 2330
Dimensions 155 x 235 x 35

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Economics, Finance, Business & Management > Business & Management > Management & management techniques > Management decision making
Mathematics & Science > Mathematics > Applied mathematics > Fuzzy set theory
Computing & Information Technology > Computer science > Artificial intelligence > Expert systems / knowledge-based systems
Economics, Finance, Business & Management > Economics > Economic theory & philosophy
Economics, Finance, Business & Management > Business & Management > Operational research
Computing & Information Technology > Graphical & digital media applications > 3D graphics & modelling
Computing & Information Technology > Computer science > Mathematical theory of computation
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