Data mining for genomics and proteomics :
Dziuda, Darius M.
Data mining for genomics and proteomics : analysis of gene and protein expression data / Darius M. Dziuda. - Hoboken, N.J. : Wiley, c2010. - xvii, 319 p., [8] p. of plates : ill. (some col.) ; 24 cm. - Wiley series on methods and applications in data mining . - Wiley series on methods and applications in data mining. .
Includes bibliographical references and index.
DATA MINING FOR GENOMICS AND PROTEOMICS; CONTENTS; PREFACE; ACKNOWLEDGMENTS; 1 INTRODUCTION; 2 BASIC ANALYSIS OF GENE EXPRESSION MICROARRAY DATA; 3 BIOMARKER DISCOVERY AND CLASSIFICATION; 4 THE INFORMATIVE SET OF GENES; 5 ANALYSIS OF PROTEIN EXPRESSION DATA; 6 SKETCHES FOR SELECTED EXERCISES; REFERENCES; INDEX.
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.
9780470163733 (cloth) 0470163739 (cloth)
2009052129
Genomics--Data processing.
Proteomics--Data processing.
Data mining.
Genomics.
Proteomics.
Data Mining.
QH441.2 / .D98 2010
572.86 DZD / 2010
2010 I-161 QU 26.5
Data mining for genomics and proteomics : analysis of gene and protein expression data / Darius M. Dziuda. - Hoboken, N.J. : Wiley, c2010. - xvii, 319 p., [8] p. of plates : ill. (some col.) ; 24 cm. - Wiley series on methods and applications in data mining . - Wiley series on methods and applications in data mining. .
Includes bibliographical references and index.
DATA MINING FOR GENOMICS AND PROTEOMICS; CONTENTS; PREFACE; ACKNOWLEDGMENTS; 1 INTRODUCTION; 2 BASIC ANALYSIS OF GENE EXPRESSION MICROARRAY DATA; 3 BIOMARKER DISCOVERY AND CLASSIFICATION; 4 THE INFORMATIVE SET OF GENES; 5 ANALYSIS OF PROTEIN EXPRESSION DATA; 6 SKETCHES FOR SELECTED EXERCISES; REFERENCES; INDEX.
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.
9780470163733 (cloth) 0470163739 (cloth)
2009052129
Genomics--Data processing.
Proteomics--Data processing.
Data mining.
Genomics.
Proteomics.
Data Mining.
QH441.2 / .D98 2010
572.86 DZD / 2010
2010 I-161 QU 26.5