Probabilistic Graphical Models

Name: Probabilistic Graphical Models
Brand: MIT Press Ltd
SKU: 9780262013192
Price: 2777 CZK
Availability: InStock

Autor: Koller

Jazyk:

Vazba: Pevná

Vydavatel: MIT Press Ltd

Dostupnost: 50 % šance

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Most tasks require a person or an automated system to reason - to reach conclusions based on availab...

Informace o knize

Autor

Koller

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2009

Stránek

1270

EAN

9780262013192

ISBN

0262013193

Enbook ID

04044192

Vydavatel

MIT Press Ltd

Hmotnost

2238

Rozměry

209 x 235 x 48

Kompletní popis

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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Probabilistic Graphical Models

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