Książka Incomplete Information: Rough Set Analysis Ewa Orlowska

Incomplete Information: Rough Set Analysis

Autor: Ewa Orlowska
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
721.55
The book presents rough set formalisms and methods of modeling and handling incomplete information a...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
1997
strony
613
EAN
9783790810493
ISBN
3790810495
Enbook ID
01737701
Waga
2330
Wymiary
155 x 235 x 35

Pełny opis

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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