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Data mining for bioinformatics

Covering theory, algorithms, and methodologies, as well as data mining technologies, Data Mining for Bioinformatics provides a comprehensive discussion of data-intensive computations used in data mining with applications in bioinformatics. It supplies a broad, yet in-depth, overview of the applicati...

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Bibliographic Details
Main Authors: Dua, Summet (Author), Chowriappa, Pradeep (Author)
Format: Book
Language:English
Published: Boca Raton, FL CRC Press 2013
Subjects:
Bioinformatics
Data mining
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Table of Contents:
  • Sect.1 .Introduction to Bioinformatics
  • Biological Databases and Integration
  • Knowledge Discovery in Databases
  • Sect. 2. Feature Selection and Extraction Strategies in Data Mining
  • Feature Interpretation for Biological Learning
  • Sect. 3. Clustering Techniques in Bioinformatics
  • Advanced Clustering Techniques
  • Sect. 4. Classification Techniques in Bioinformatics
  • Validation and Benchmarking

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