Bayesian Networks: An Introduction

Note moyenne 4
( 1 avis fournis par Goodreads )
 
9780470743041: Bayesian Networks: An Introduction

Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout.

Features include:

  • An introduction to Dirichlet Distribution, Exponential Families and their applications.
  • A detailed description of learning algorithms and Conditional Gaussian Distributions using Junction Tree methods.
  • A discussion of Pearl's intervention calculus, with an introduction to the notion of see and do conditioning.
  • All concepts are clearly defined and illustrated with examples and exercises. Solutions are provided online.

This book will prove a valuable resource for postgraduate students of statistics, computer engineering, mathematics, data mining, artificial intelligence, and biology.

Researchers and users of comparable modelling or statistical techniques such as neural networks will also find this book of interest.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Review :

"It assumes only a basic knowledge of probability, statistics and mathematics and is well suited for classroom teaching . . . Each chapter of the book is concluded with short notes on the literature and a set of helpful exercises." (Mathematical Reviews, 2011)

"Extensively tested in classroom teaching ... .The authors clearly define all concepts and provide numerous examples and exercises." (Book News, December 2009)

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Meilleurs résultats de recherche sur AbeBooks

1.

Koski, Timo;Noble, John
Edité par Somerset, New Jersey, U.S.A.: John Wiley & Sons Inc (2009)
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Couverture rigide Quantité : 5
Vendeur
LINDABOOK
(Taipei, TP, Taïwan)
Evaluation vendeur
[?]

Description du livre Somerset, New Jersey, U.S.A.: John Wiley & Sons Inc, 2009. Hardcover. État : New. Ship out 1-2 business day,Brand new,US edition, Free tracking number usually 2-4 biz days delivery to worldwide Same shipping fee with US, Canada,Europe country, Australia, item will ship out from either LA or Asia,t. N° de réf. du libraire ABE-7665892978

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 58,19
Autre devise

Ajouter au panier

Frais de port : EUR 8,47
De Taïwan vers Etats-Unis
Destinations, frais et délais

2.

Timo Koski
Edité par Wileyand#8211;Blackwell (2009)
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Quantité : 2
Vendeur
Books2Anywhere
(Fairford, GLOS, Royaume-Uni)
Evaluation vendeur
[?]

Description du livre Wileyand#8211;Blackwell, 2009. HRD. État : New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. N° de réf. du libraire FW-9780470743041

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 59,40
Autre devise

Ajouter au panier

Frais de port : EUR 10,03
De Royaume-Uni vers Etats-Unis
Destinations, frais et délais

3.

Timo Koski, John Noble
Edité par John Wiley and Sons Ltd, United States (2009)
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Couverture rigide Edition originale Quantité : 1
Vendeur
The Book Depository
(London, Royaume-Uni)
Evaluation vendeur
[?]

Description du livre John Wiley and Sons Ltd, United States, 2009. Hardback. État : New. 1. Auflage. Language: English . Brand New Book. Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout. Features include: An introduction to Dirichlet Distribution, Exponential Families and their applications. A detailed description of learning algorithms and Conditional Gaussian Distributions using Junction Tree methods. A discussion of Pearl s intervention calculus, with an introduction to the notion of see and do conditioning. All concepts are clearly defined and illustrated with examples and exercises. Solutions are provided online. This book will prove a valuable resource for postgraduate students of statistics, computer engineering, mathematics, data mining, artificial intelligence, and biology.Researchers and users of comparable modelling or statistical techniques such as neural networks will also find this book of interest. N° de réf. du libraire AAH9780470743041

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 69,58
Autre devise

Ajouter au panier

Frais de port : Gratuit
De Royaume-Uni vers Etats-Unis
Destinations, frais et délais

4.

Timo Koski, John Noble
Edité par John Wiley and Sons Ltd, United States (2009)
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Couverture rigide Edition originale Quantité : 1
Vendeur
The Book Depository US
(London, Royaume-Uni)
Evaluation vendeur
[?]

Description du livre John Wiley and Sons Ltd, United States, 2009. Hardback. État : New. 1. Auflage. Language: English . Brand New Book. Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout. Features include: An introduction to Dirichlet Distribution, Exponential Families and their applications. A detailed description of learning algorithms and Conditional Gaussian Distributions using Junction Tree methods. A discussion of Pearl s intervention calculus, with an introduction to the notion of see and do conditioning. All concepts are clearly defined and illustrated with examples and exercises. Solutions are provided online. This book will prove a valuable resource for postgraduate students of statistics, computer engineering, mathematics, data mining, artificial intelligence, and biology. Researchers and users of comparable modelling or statistical techniques such as neural networks will also find this book of interest. N° de réf. du libraire AAH9780470743041

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 69,94
Autre devise

Ajouter au panier

Frais de port : Gratuit
De Royaume-Uni vers Etats-Unis
Destinations, frais et délais

5.

Timo Koski; John Noble
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Quantité : 1
Vendeur
Speedy Hen LLC
(Sunrise, FL, Etats-Unis)
Evaluation vendeur
[?]

Description du livre État : New. Bookseller Inventory # ST0470743042. N° de réf. du libraire ST0470743042

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 72,86
Autre devise

Ajouter au panier

Frais de port : Gratuit
Vers Etats-Unis
Destinations, frais et délais

6.

Timo Koski, John Noble
Edité par John Wiley and Sons Ltd
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Couverture rigide Quantité : 1
Vendeur
THE SAINT BOOKSTORE
(Southport, Royaume-Uni)
Evaluation vendeur
[?]

Description du livre John Wiley and Sons Ltd. Hardback. État : new. BRAND NEW, Bayesian Networks: An Introduction, Timo Koski, John Noble, Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout. Features include: An introduction to Dirichlet Distribution, Exponential Families and their applications. A detailed description of learning algorithms and Conditional Gaussian Distributions using Junction Tree methods. A discussion of Pearl's intervention calculus, with an introduction to the notion of see and do conditioning. All concepts are clearly defined and illustrated with examples and exercises. Solutions are provided online. This book will prove a valuable resource for postgraduate students of statistics, computer engineering, mathematics, data mining, artificial intelligence, and biology. Researchers and users of comparable modelling or statistical techniques such as neural networks will also find this book of interest. N° de réf. du libraire B9780470743041

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 68,92
Autre devise

Ajouter au panier

Frais de port : EUR 7,74
De Royaume-Uni vers Etats-Unis
Destinations, frais et délais

7.

Koski, Timo; Noble, John
Edité par John Wiley and Sons Ltd (2009)
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Couverture rigide Edition originale Quantité : 1
Evaluation vendeur
[?]

Description du livre John Wiley and Sons Ltd, 2009. État : New. Bayesian networks have found application in a number of fields, including risk analysis, consumer help desks, tissue pathology, pattern recognition, credit assessment, computer network diagnosis, and artificial intelligence. Bayesian Networks is a self-contained introduction to the theory and applications of Bayesian networks. Series: Wiley Series in Probability and Statistics. Num Pages: 366 pages, Illustrations. BIC Classification: PBT. Category: (U) Tertiary Education (US: College); (UU) Undergraduate. Dimension: 253 x 176 x 26. Weight in Grams: 788. . 2009. 1st Edition. Hardcover. . . . . . N° de réf. du libraire V9780470743041

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 82,72
Autre devise

Ajouter au panier

Frais de port : Gratuit
De Irlande vers Etats-Unis
Destinations, frais et délais

8.

Timo Koski; John Noble
Edité par Wiley-Blackwell (2009)
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Couverture rigide Edition originale Quantité : 1
Vendeur
Ria Christie Collections
(Uxbridge, Royaume-Uni)
Evaluation vendeur
[?]

Description du livre Wiley-Blackwell, 2009. État : New. book. N° de réf. du libraire ria9780470743041_rkm

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 80,84
Autre devise

Ajouter au panier

Frais de port : EUR 4,31
De Royaume-Uni vers Etats-Unis
Destinations, frais et délais

9.

Timo Koski; John Noble
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Quantité : 1
Vendeur
BWB
(Valley Stream, NY, Etats-Unis)
Evaluation vendeur
[?]

Description du livre État : New. Depending on your location, this item may ship from the US or UK. N° de réf. du libraire 97804707430410000000

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 86,15
Autre devise

Ajouter au panier

Frais de port : Gratuit
Vers Etats-Unis
Destinations, frais et délais

10.

Koski, Timo; Noble, John
Edité par John Wiley and Sons Ltd
ISBN 10 : 0470743042 ISBN 13 : 9780470743041
Neuf(s) Couverture rigide Quantité : 1
Vendeur
Kennys Bookstore
(Olney, MD, Etats-Unis)
Evaluation vendeur
[?]

Description du livre John Wiley and Sons Ltd. État : New. Bayesian networks have found application in a number of fields, including risk analysis, consumer help desks, tissue pathology, pattern recognition, credit assessment, computer network diagnosis, and artificial intelligence. Bayesian Networks is a self-contained introduction to the theory and applications of Bayesian networks. Series: Wiley Series in Probability and Statistics. Num Pages: 366 pages, Illustrations. BIC Classification: PBT. Category: (U) Tertiary Education (US: College); (UU) Undergraduate. Dimension: 253 x 176 x 26. Weight in Grams: 788. . 2009. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland. N° de réf. du libraire V9780470743041

Plus d'informations sur ce vendeur | Poser une question au libraire

Acheter neuf
EUR 87,52
Autre devise

Ajouter au panier

Frais de port : Gratuit
Vers Etats-Unis
Destinations, frais et délais

autres exemplaires de ce livre sont disponibles

Afficher tous les résultats pour ce livre