Data Mining with R: Learning with Case Studies (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

Note moyenne 3,71
( 66 avis fournis par Goodreads )
 
9781439810187: Data Mining with R: Learning with Case Studies (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data Mining with R: Learning with Case Studies uses practical examples to illustrate the power of R and data mining.

Assuming no prior knowledge of R or data mining/statistical techniques, the book covers a diverse set of problems that pose different challenges in terms of size, type of data, goals of analysis, and analytical tools. To present the main data mining processes and techniques, the author takes a hands-on approach that utilizes a series of detailed, real-world case studies:

  1. Predicting algae blooms
  2. Predicting stock market returns
  3. Detecting fraudulent transactions
  4. Classifying microarray samples

With these case studies, the author supplies all necessary steps, code, and data.

Web Resource
A supporting website mirrors the do-it-yourself approach of the text. It offers a collection of freely available R source files that encompass all the code used in the case studies. The site also provides the data sets from the case studies as well as an R package of several functions.

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

About the Author :

Luis Torgo is an associate professor in the Department of Computer Science at the University of Porto in Portugal. An active researcher in machine learning and data mining for more than 20 years, Dr. Torgo is also a researcher in the Laboratory of Artificial Intelligence and Data Analysis (LIAAD) of INESC Porto LA.

Review :

This is certainly one of the best books for a direct implementation of data mining algorithms. Another good point of the book is that for most of the problems there are different ways to solve them. ... an invaluable resource for data miners, R programmers, as well as people involved in fields such as fraud detection and stock market prediction. If you’re serious about data mining and want to learn from experiences in the field, don’t hesitate!
―Sandro Saitta, Data Mining Research blog, May 2011

If you want to learn how to analyze your data with a free software package that has been built by expert statisticians and data miners, this is your book. A broad range of real-world case studies highlights the breadth and depth of the R software.
―Bernhard Pfahringer, University of Waikato, New Zealand

Both R novices and experts will find this a great reference for data mining.
―Intelligent Trading blog and R-bloggers, November 2010

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.

Luis Torgo
Edité par Chapman and Hall/CRC (2011)
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Couverture rigide Edition originale Quantité : 1
Vendeur
Tarmans Books
(Elizabethown, PA, Etats-Unis)
Evaluation vendeur
[?]

Description du livre Chapman and Hall/CRC, 2011. Hardcover. État : New. No Jacket. 1st Edition. hardback book is new, no marks, (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series). Book. N° de réf. du libraire 025129

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

Acheter neuf
EUR 38,78
Autre devise

Ajouter au panier

Frais de port : EUR 2,93
Vers Etats-Unis
Destinations, frais et délais

2.

Torgo, Luis
Edité par Norwell, Massachusetts, U.S.A.: Chapman & Hall (2010)
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Couverture rigide Quantité : 5
Vendeur
LINDABOOK
(Taipei, TP, Taïwan)
Evaluation vendeur
[?]

Description du livre Norwell, Massachusetts, U.S.A.: Chapman & Hall, 2010. 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 .tl. N° de réf. du libraire ABE-9854720568

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

Acheter neuf
EUR 55,59
Autre devise

Ajouter au panier

Frais de port : EUR 8,28
De Taïwan vers Etats-Unis
Destinations, frais et délais

3.

Torgo, Luis
Edité par Chapman and Hall/CRC (2010)
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Couverture rigide Quantité : 2
Vendeur
Murray Media
(North Miami Beach, FL, Etats-Unis)
Evaluation vendeur
[?]

Description du livre Chapman and Hall/CRC, 2010. Hardcover. État : New. Never used!. N° de réf. du libraire P111439810184

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

Acheter neuf
EUR 68,45
Autre devise

Ajouter au panier

Frais de port : EUR 1,67
Vers Etats-Unis
Destinations, frais et délais

4.

Torgo, Luis
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Quantité : 1
Vendeur
Pbshop
(Wood Dale, IL, Etats-Unis)
Evaluation vendeur
[?]

Description du livre 2010. HRD. État : New. New Book.Shipped from US within 10 to 14 business days. Established seller since 2000. N° de réf. du libraire IB-9781439810187

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

Acheter neuf
EUR 75,95
Autre devise

Ajouter au panier

Frais de port : EUR 3,34
Vers Etats-Unis
Destinations, frais et délais

5.

Torgo, Luis
Edité par Chapman and Hall/CRC
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Quantité : 1
Vendeur
Ohmsoft LLC
(Lake Forest, IL, Etats-Unis)
Evaluation vendeur
[?]

Description du livre Chapman and Hall/CRC. État : Brand New. FREE domestic ground shipping. Fast priority express available. Tracking service included. Ships from USA (United States of America). N° de réf. du libraire 1439810184

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

Acheter neuf
EUR 80,35
Autre devise

Ajouter au panier

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

6.

Luis Torgo
Edité par Taylor Francis Ltd, United States (2010)
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Couverture rigide Quantité : 1
Vendeur
The Book Depository
(London, Royaume-Uni)
Evaluation vendeur
[?]

Description du livre Taylor Francis Ltd, United States, 2010. Hardback. État : New. Language: English . Brand New Book. The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data Mining with R: Learning with Case Studies uses practical examples to illustrate the power of R and data mining. Assuming no prior knowledge of R or data mining/statistical techniques, the book covers a diverse set of problems that pose different challenges in terms of size, type of data, goals of analysis, and analytical tools. To present the main data mining processes and techniques, the author takes a hands-on approach that utilizes a series of detailed, real-world case studies: * Predicting algae blooms * Predicting stock market returns * Detecting fraudulent transactions * Classifying microarray samples With these case studies, the author supplies all necessary steps, code, and data. Web Resource A supporting website mirrors the do-it-yourself approach of the text. It offers a collection of freely available R source files that encompass all the code used in the case studies. The site also provides the data sets from the case studies as well as an R package of several functions. N° de réf. du libraire AAC9781439810187

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

Acheter neuf
EUR 82,35
Autre devise

Ajouter au panier

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

7.

Luis Torgo
Edité par Taylor Francis Ltd, United States (2010)
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Couverture rigide Quantité : 1
Vendeur
The Book Depository US
(London, Royaume-Uni)
Evaluation vendeur
[?]

Description du livre Taylor Francis Ltd, United States, 2010. Hardback. État : New. Language: English . Brand New Book. The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data Mining with R: Learning with Case Studies uses practical examples to illustrate the power of R and data mining. Assuming no prior knowledge of R or data mining/statistical techniques, the book covers a diverse set of problems that pose different challenges in terms of size, type of data, goals of analysis, and analytical tools. To present the main data mining processes and techniques, the author takes a hands-on approach that utilizes a series of detailed, real-world case studies: * Predicting algae blooms * Predicting stock market returns * Detecting fraudulent transactions * Classifying microarray samples With these case studies, the author supplies all necessary steps, code, and data. Web Resource A supporting website mirrors the do-it-yourself approach of the text. It offers a collection of freely available R source files that encompass all the code used in the case studies. The site also provides the data sets from the case studies as well as an R package of several functions. N° de réf. du libraire AAC9781439810187

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

Acheter neuf
EUR 83,19
Autre devise

Ajouter au panier

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

8.

Torgo, Luis
Edité par Chapman and Hall/CRC (2010)
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Quantité : 1
Vendeur
Books2Anywhere
(Fairford, GLOS, Royaume-Uni)
Evaluation vendeur
[?]

Description du livre Chapman and Hall/CRC, 2010. HRD. État : New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. N° de réf. du libraire IB-9781439810187

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

Acheter neuf
EUR 76,83
Autre devise

Ajouter au panier

Frais de port : EUR 10,16
De Royaume-Uni vers Etats-Unis
Destinations, frais et délais

9.

Luis Torgo
Edité par Chapman and Hall/CRC (2010)
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Couverture rigide Quantité : 1
Vendeur
Ergodebooks
(RICHMOND, TX, Etats-Unis)
Evaluation vendeur
[?]

Description du livre Chapman and Hall/CRC, 2010. Hardcover. État : New. 1. N° de réf. du libraire DADAX1439810184

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

Acheter neuf
EUR 80,91
Autre devise

Ajouter au panier

Frais de port : EUR 7,52
Vers Etats-Unis
Destinations, frais et délais

10.

Torgo, Luis
Edité par Chapman and Hall/CRC (2010)
ISBN 10 : 1439810184 ISBN 13 : 9781439810187
Neuf(s) Couverture rigide Quantité : 1
Vendeur
Murray Media
(North Miami Beach, FL, Etats-Unis)
Evaluation vendeur
[?]

Description du livre Chapman and Hall/CRC, 2010. Hardcover. État : New. Never used!. N° de réf. du libraire 1439810184

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

Acheter neuf
EUR 91,83
Autre devise

Ajouter au panier

Frais de port : EUR 1,67
Vers Etats-Unis
Destinations, frais et délais

autres exemplaires de ce livre sont disponibles

Afficher tous les résultats pour ce livre