Data Mining and Computational Intelligence
Heftet /
2010
/ Engelsk
Produktdetaljer
ISBN
9783790824841
Publisert
2010-10-21
Utgiver
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Høyde
279 mm
Bredde
210 mm
Aldersnivå
Research, UP, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
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.
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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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Produktdetaljer
ISBN
9783790824841
Publisert
2010-10-21
Utgiver
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Høyde
279 mm
Bredde
210 mm
Aldersnivå
Research, UP, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
12