Methods of microarray data analysis II :papers from CAMDA '01
- 其他作者: Lin, Simon M., , Johnson, Kimberly F.,
- 出版: Boston : Kluwer Academic ©2002.
- 稽核項: 1 online resource (214 pages) :illustrations.
- 標題: Informatique , Electronic books. , Life SciencesGenetics & Genomics. , SCIENCE , DNA microarrays , Puces à ADN Informatique -- Congrès. , Puces à ADN , DNA microarrays Data processing -- Congresses. , Data processing. , Data processing , SCIENCE Life Sciences -- Genetics & Genomics. , Conference papers and proceedings. , DNA microarrays Data processing.
- ISBN: 1402071116 , 9781402071119
- ISBN: 1402071116
- 試查全文@TNUA:
- 附註: Includes bibliographical references and index. COVER -- TABLE OF CONTENTS -- CONTRIBUTORS -- ACKNOWLEDGEMENTS -- PREFACE -- INTRODUCTION -- 1. AN INTRODUCTION TO DNA MICROARRAYS -- 2. EXPERIMENTAL DESIGN FOR GENE MICROARRAY EXPERIMENTS AND DIFFERENTIAL EXPRESSION ANALYSIS -- 3. MICROARRAY DATA PROCESSING AND ANALYSIS -- 4. BIOLOGY-DRIVEN CLUSTERING OF MICROARRAY DATA -- 5. EXTRACTING GLOBAL STRUCTURE FROM GENE EXPRESSION PROFILES -- 6. SUPERVISED NEURAL NETWORKS FOR CLUSTERING CONDITIONS IN DNA ARRAY DATA AFTER REDUCING NOISE BY CLUSTERING GENE EXPRESSION PROFILES -- 7. BAYESIAN DECOMPOSITION ANALYSIS OF GENE EXPRESSION IN YEAST DELETION MUTANTS -- 8. USING FUNCTIONAL GENOMIC UNITS TO CORROBORATE USER EXPERIMENTS WITH THE ROSETTA COMPENDIUM -- 9. FISHING EXPEDITION -- A SUPERVISED APPROACH TO EXTRACT PATTERNS FROM A COMPENDIUM OF EXPRESSION PROFILES -- 10. MODELING PHARMACOGENOMICS OF THE NCI-60 ANTICANCER DATA SET: UTILIZING KERNEL PLS TO CORRELATE THE MICROARRAY DATA TO THERAPEUTIC RESPONSES -- 11. ANALYSIS OF GENE EXPRESSION PROFILES AND DRUG ACTIVITY PATTERNS BY CLUSTERING AND BAYESIAN NETWORK LEARNING -- 12. EVALUATION OF CURRENT METHODS OF TESTING DIFFERENTIAL GENE EXPRESSION AND BEYOND -- 13. EXTRACTING KNOWLEDGE FROM GENOMIC EXPERIMENTS BY INCORPORATING THE BIOMEDICAL LITERATURE.
- 摘要: "The second volume of Methods of Microarray Data Analysis highlights ten papers presented at the conference and presents three review papers to provide readers with a broad overview of microarrays, experimental design, and analytical methods."--Preliminary page.
- 電子資源: https://dbs.tnua.edu.tw/login?url=https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=78505
- 系統號: 005301653
- 資料類型: 電子書
- 讀者標籤: 需登入
- 引用網址: 複製連結
