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| book details |
Evolutionary Computation in Data Mining
Edited by
Ashish Ghosh
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normal price: R 4,614.95
Price: R 4,383.95
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| book description |
Data mining (DM) consists of extracting interesting knowledge from re- world, large & complex data sets; and is the core step of a broader process, called the knowledge discovery from databases (KDD) process. In addition to the DM step, which actually extracts knowledge from data, the KDD process includes several preprocessing (or data preparation) and post-processing (or knowledge refinement) steps. The goal of data preprocessing methods is to transform the data to facilitate the application of a (or several) given DM algorithm(s), whereas the goal of knowledge refinement methods is to validate and refine discovered knowledge. Ideally, discovered knowledge should be not only accurate, but also comprehensible and interesting to the user. The total process is highly computation intensive. The idea of automatically discovering knowledge from databases is a very attractive and challenging task, both for academia and for industry. Hence, there has been a growing interest in data mining in several AI-related areas, including evolutionary algorithms (EAs). The main motivation for applying EAs to KDD tasks is that they are robust and adaptive search methods, which perform a global search in the space of candidate solutions (for instance, rules or another form of knowledge representation).
| product details |
Normally shipped |
Available from overseas. Usually dispatched in 14 days
Publisher |
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Published date |
15 Nov 2014
Language |
Format |
Paperback / softback
Pages |
266
Dimensions |
235 x 155 x 0mm (L x W x H)
Weight |
0g
ISBN |
978-3-6424-2195-2
Readership Age |
BISAC |
computers / database management / data mining
| other options |
Normally shipped |
Available from overseas. Delivery time is 14 - 21 days
Readership Age |
Normal Price |
R 5,429.95
Price |
R 5,158.95
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Free Your Mind: The new world of manipulation and how to resist it
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Paperback / softback
384 pages
was: R 300.95
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The Thing at 52
Mr. Ross Montgomery
Hardback
40 pages
was: R 363.95
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