Data Mining for Genomics and Proteomics :Analysis of Gene and Protein Expression Data ( Wiley Series on Methods and Applications in Data Mining )

Publication subTitle :Analysis of Gene and Protein Expression Data

Publication series :Wiley Series on Methods and Applications in Data Mining

Author: Darius M. Dziuda  

Publisher: John Wiley & Sons Inc‎

Publication year: 2010

E-ISBN: 9780470593400

P-ISBN(Hardback):  9780470163733

Subject: Q-31 biological science

Language: ENG

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Description

Data Mining for Genomics and Proteomics uses pragmatic examples and a complete case study to demonstrate step-by-step how biomedical studies can be used to maximize the chance of extracting new and useful biomedical knowledge from data. It is an excellent resource for students and professionals involved with gene or protein expression data in a variety of settings.

Chapter

CONTENTS

pp.:  1 – 9

PREFACE

pp.:  9 – 15

ACKNOWLEDGMENTS

pp.:  15 – 19

1 INTRODUCTION

pp.:  19 – 21

3 BIOMARKER DISCOVERY AND CLASSIFICATION

pp.:  37 – 115

4 THE INFORMATIVE SET OF GENES

pp.:  115 – 221

5 ANALYSIS OF PROTEIN EXPRESSION DATA

pp.:  221 – 239

6 SKETCHES FOR SELECTED EXERCISES

pp.:  239 – 273

REFERENCES

pp.:  273 – 309

INDEX

pp.:  309 – 327

LastPages

pp.:  327 – 348

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