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Data Mining and Knowledge Discovery with Evolutionary Algorithms (Natural Computing Series)
Alex A. Freitas
€ 127.61
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Description for Data Mining and Knowledge Discovery with Evolutionary Algorithms (Natural Computing Series)
Paperback. Series: Natural Computing Series. Num Pages: 280 pages, 10 black & white tables, biography. BIC Classification: UN. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 14. Weight in Grams: 433.
This book addresses the integration of two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increas ingly popular in the last few years, and their integration is currently an area of active research. In essence, data mining consists of extracting valid, comprehensible, and in teresting knowledge from data. Data mining is actually an interdisciplinary field, since there are many kinds of methods that can be used to extract knowledge from data. Arguably, data mining mainly uses methods from machine learning (a branch of artificial intelligence) and statistics (including statistical pattern recog nition). Our ... Read more
This book addresses the integration of two areas of computer science, namely data mining and evolutionary algorithms. Both these areas have become increas ingly popular in the last few years, and their integration is currently an area of active research. In essence, data mining consists of extracting valid, comprehensible, and in teresting knowledge from data. Data mining is actually an interdisciplinary field, since there are many kinds of methods that can be used to extract knowledge from data. Arguably, data mining mainly uses methods from machine learning (a branch of artificial intelligence) and statistics (including statistical pattern recog nition). Our ... Read more
Product Details
Format
Paperback
Publication date
2011
Publisher
Springer
Condition
New
Series
Natural Computing Series
Number of Pages
265
Place of Publication
Berlin, Germany
ISBN
9783642077630
SKU
V9783642077630
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Data Mining and Knowledge Discovery with Evolutionary Algorithms (Natural Computing Series)
From the reviews: "In the snappily-titled Data Mining and Knowledge Discovery with Evolutionary Algorithms, leading researcher Alex A Freitas introduces both data mining and evolutionary algorithms. … The aim is to introduce and address the key challenges to a high level of detail. With an understanding gleaned from this book, and source code available freely ... Read more