Książka Probabilistic Graphical Models Koller

Probabilistic Graphical Models

Autor: Koller
Język: Angielski
Oprawa: Twarda
Wydawca: MIT Press Ltd
Dostępność: 50 % szansa
Przeszukamy cały świat
518.57
Most tasks require a person or an automated system to reason - to reach conclusions based on availab...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2009
strony
1270
EAN
9780262013192
ISBN
0262013193
Enbook ID
04044192
Wydawca
Waga
2238
Wymiary
209 x 235 x 48

Pełny opis

Most tasks require a person or an automated system to reason - to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality.

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