Data Mining and Computational Intelligence
Heftet /
2010
/ Engelsk
Product details
ISBN
9783790824841
Published
2010-10-21
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Height
279 mm
Width
210 mm
Age
Research, UP, P, 05, 06
Language
Product language
Engelsk
Format
Product format
Heftet
Number of pages
12
The volume offers a comprehensive coverage of the recent advances in the application of soft computing and fuzzy logic theory to data mining and knowledge discovery databases. It focuses on some of the hardest, and yet unsolved, issues of data mining like understandability of patterns, finding complex relationships between attributes, handling missing and noisy data, mining very large datasets, change detection in time series, and integration of the discovery process with database management systems.
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Many business decisions are made in the absence of complete information about the decision consequences. The idea is to utilize the potential similarity between the patterns of the past (e.g., "most students used to be profitable") and the patterns of the future (e.g., "students will be profitable").
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The volume offers a comprehensive coverage of the recent advances in the application of soft computing and fuzzy logic theory to data mining and knowledge discovery databases. It focuses on some of the hardest, and yet unsolved, issues of data mining like understandability of patterns, finding complex relationships between attributes, handling missing and noisy data, mining very large datasets, change detection in time series, and integration of the discovery process with database management systems.
Read more
Springer Book Archives
Springer Book Archives
Comprehensive coverage of recent advances in the application of soft computing and fuzzy logic data mining Also useful as a reference book in data mining, machine learning, fuzzy logic, and artificial intelligence
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Product details
ISBN
9783790824841
Published
2010-10-21
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Height
279 mm
Width
210 mm
Age
Research, UP, P, 05, 06
Language
Product language
Engelsk
Format
Product format
Heftet
Number of pages
12