Probabilistic Graphical Models

Name: Probabilistic Graphical Models
Brand: MIT Press Ltd
SKU: 9780262013192
Price: 164.17 EUR
Availability: InStock

Автор: Koller

Език:

Корици: С твърди корици

Издател: MIT Press Ltd

Наличност: Външен склад в ограничено количество

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164.17 € 321.09 лв

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

Информация за книгата

Автор

Koller

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2009

страници

1270

EAN

9780262013192

ISBN

0262013193

Enbook ID

04044192

Издател

MIT Press Ltd

Теглоt

2238

Размери

209 x 235 x 48

Пълно описание

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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