Books  Data Analysis & Modelling  Data Analysis & Statistics 

Introduction to Data Mining for the Life Sciences

Handbook / Manual

By: Rob Sullivan

942 pages, 84 colour & 122 b/w illustrations

Springer-Verlag

Hardback | Dec 2011 | #195204 | ISBN-13: 9781588299420
Availability: Usually dispatched within 1 week Details
NHBS Price: £163.00 $216/€184 approx

About this book

Data mining provides a set of new techniques to integrate, synthesize, and analyze data, 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.


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


Write a review

There are currently no reviews for this product. Be the first to review this product!

Bestsellers in this subject

Statistics for Ecologists Using R and Excel

NHBS Price: £34.99 $46/€39 approx

Choosing and Using Statistics

NHBS Price: £28.50 $38/€32 approx

Handbook of Meta-analysis in Ecology and Evolution

NHBS Price: £62.95 $83/€71 approx

Statistics for Archaeologists

NHBS Price: £44.99 $60/€51 approx

VAT: GB 407 4846 44
NHBS Ltd is registered in England and Wales: 1875194