Introduction to data mining for the life sciences

by Sullivan, Rob

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Title Statements

Full title :Introduction to data mining for the life sciences / Rob Sullivan.

Edition Statements

Publication Date:©2012.

Publication Statements

Publisher(s):Humana Press
Place of Publication:New York
Language:eng
Publication Date:©2012.

The Physical Object

Description:xvii, 635 pages : : illustrations ; : 25 cm

Edition Identifiers

ISBN:9781588299420, 1588299422
oclc:ocn752068554
LC Classification:QA76.9.D343
Dewey Decimal:006.312

1. Introduction -- 2. Fundamental concepts -- 3. Data architecture and data modeling -- 4. Representing data mining results -- 5. The input side of the equation -- 6. Statistical methods -- 7. Bayesian statistics -- 8. Machine-learning techniques -- 9. Classification and prediction -- 10. Informatics -- 11. Systems biology -- 12. Let's call it a day.