Bookshelf
study guides books reading lists e-books
home sign in my orders my e-books my trolley my account contact
| can't find it |

| browse books |
books
 

books

| book details |

Feature Selection for High-Dimensional Data

By (author) Verónica Bolón-Canedo, By (author) Noelia Sánchez-Maroño, By (author) Amparo Alonso-Betanzos

| on special |

normal price: R 2 267.95

Price: R 2 153.95

| book description |

This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data. The authors first focus on the analysis and synthesis of feature selection algorithms, presenting a comprehensive review of basic concepts and experimental results of the most well-known algorithms. They then address different real scenarios with high-dimensional data, showing the use of feature selection algorithms in different contexts with different requirements and information: microarray data, intrusion detection, tear film lipid layer classification and cost-based features. The book then delves into the scenario of big dimension, paying attention to important problems under high-dimensional spaces, such as scalability, distributed processing and real-time processing, scenarios that open up new and interesting challenges for researchers. The book is useful for practitioners, researchers and graduate students in the areas of machine learning and data mining.

| product details |



Normally shipped | Available from overseas. Usually dispatched in 14 days
Publisher | Springer International Publishing AG
Published date | 23 Aug 2016
Language |
Format | Paperback / softback
Pages | 147
Dimensions | 235 x 155 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-3-3193-6643-2
Readership Age |
BISAC | computers / artificial intelligence

| other options |

| back |
| your trolley |
To view the items in your trolley please sign in.
| sign in |

| specials |

The Coming Wave: AI, Power and Our Future

Mustafa Suleyman
Paperback / softback
352 pages
was: R 295.95
now: R 265.95
Stock is usually dispatched in 6-12 days from date of order

The Order of Time

Carlo Rovelli
Paperback / softback
224 pages
was: R 295.95
now: R 265.95
Available from overseas. Usually dispatched in 3 to 6 weeks
Originally published in Italian: L'ordine del tempo (Milan: Adelphi Edizioni, 2017).

Helgoland: The Strange and Beautiful Story of Quantum Physics

Carlo Rovelli
Paperback / softback
208 pages
was: R 295.95
now: R 265.95
Available from overseas. Usually dispatched in 3 to 6 weeks
 
Copyright 2025 |  terms and conditions