Introduction to Data Mining for the Life Sciences
Author:   Rob Sullivan
Publisher:   Humana Press Inc.
ISBN:  

9781627039482


Pages:   638
Publication Date:   03 March 2014
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Introduction to Data Mining for the Life Sciences


Overview

Data mining provides a set of new techniques to integrate, synthesize, and analyze tdata, uncovering the hidden patterns that exist within. Traditionally, techniques such as kernel learning methods, pattern recognition, and data mining, have been the domain of researchers in areas such as artificial intelligence, but leveraging these tools, techniques, and concepts against your data asset to identify problems early, understand interactions that exist and highlight previously unrealized relationships through the combination of these different disciplines can provide significant value for the investigator and her organization.

Full Product Details

Author:   Rob Sullivan
Publisher:   Humana Press Inc.
Imprint:   Humana Press Inc.
Dimensions:   Width: 15.50cm , Height: 3.30cm , Length: 23.50cm
Weight:   0.991kg
ISBN:  

9781627039482


ISBN 10:   1627039481
Pages:   638
Publication Date:   03 March 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Fundamental Concepts.- Data Architecture and Data Modeling.- Representing Data Mining Results.- The Input Side of the Equation.- Statistical Methods.- Bayesian Statistics.- Machine Learning Techniques.- Classification and Prediction.- Informatics.- Systems Biology.- Let’s Call it a Day.- Appendix A.- Appendix B.- Appendix C. Appendix D.- Index.

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