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Data mining : foundations and intelligent paradigms

Author: Dawn E Holmes, (Statistician); L C Jain
Publisher: Berlin ; London : Springer, 2012.
Series: Intelligent systems reference library, 25.; Medical, health, social, biological and other applications, 3.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This volume, which includes the latest research on data mining and its applications to financial modeling, presents its material in an easy-to-consult handbook style and is aimed at a broad audience  Read more...

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Document Type: Book
All Authors / Contributors: Dawn E Holmes, (Statistician); L C Jain
ISBN: 3642231500 9783642231506
OCLC Number: 811786397
Description: xiii, 361 pages : illustrations (some color) ; 24 cm.
Contents: 8. Mining multiple biological data for reconstructing signal transduction networks/ Nguyen, Ho --
9. Mining epistatic interactions from high-dimensional data sets/ Jiang, Viweswaran, Neapolitan --
10. Knowledge discovery in adversarial settings/ Skillicorn --
11. Analysis and mining of online communities of Internet forum users/ Morzy --
12. Data mining for information literacy/ Berendt --
13. Rule extraction from neural networks and support vector machines for credit scoring/ Setiono, Baesens, Martens --
14. Using self-organizing map for data mining: a synthesis with accounting applications/ Andreev, Argyrou --
15. Applying data mining techniques to assess steel plant operation conditions/ Badruddin, Yagi, Terano. Advances in data mining applications/ Holmes, Tweedale and Jain --
2. Temporal pattern mining for medical applications/ Bruno, Garza --
3. Biokeyspotter: an unsupervised keyphrase extraction technique in the biomedical full-text collection/ Song, Tanapaisankit --
4. Mining health claims data for assessing patient risk/Duncan --
5. Mining biological networks for similar patterns/Ay, Gulsoy, Kahveci --
6. Estimation of distribution algorithms in gene expression data analysis/ Salehi, Gras --
7. Gene function prediction and functional network: the role of gene ontology/ Zeng, Ding, Mathee, Schneper, Narasimhan.
Series Title: Intelligent systems reference library, 25.; Medical, health, social, biological and other applications, 3.
Responsibility: Dawn E. Holmes, Lakhmi C. Jain (eds.).

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