Data mining : foundations and intelligent paradigms

Bibliographic Details
Main Authors: Holmes, Dawn F. (Author), Jain, L. C. (Author)
Format: Book
Language:English
Published: Berlin, Germany : Springer , c2012
Series:Intelligent systems reference library v 25
Subjects:
Table of Contents:
  • 1. Advances in intelligent data mining
  • 2. Temporal pattern mining for medical applications
  • 3. BioKeySpotter: an unsupervised keyphrase extraction technique in the biomedical full-text collection
  • 4. Mining health clims data for assessing patient risk
  • 5. Mining biological networks for similar patterns
  • 6. Estimation of distribution algorithms in gene expression data analysis
  • 7. Gene function prediction and functional network: the role of gene ontology
  • 8. Mining multiple data for reconstructing signal trandsduction networks
  • 9. Mining epistatic interactions from high-dimensional data sets
  • 10. Knowledge discovery in adversarial settings
  • 11. Analaysis and mining of online communities of internet froum users
  • 12. Data mining for information literacy
  • 13. Rule extraction from neural networks and support vector machines for credit scoring
  • 14. Using self-organizing map for data mining: a synthesis with accounting applications
  • 15. Applying data mining: techniques to assess stell plant operation conditions