Franklin

Basics of Bioinformatics [electronic resource] : Lecture Notes of the Graduate Summer School on Bioinformatics of China / edited by Rui Jiang, Xuegong Zhang, Michael Q. Zhang.

Publication:
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Format/Description:
Book
1 online resource (XIX, 395 pages) : 123 illustrations
Edition:
1st ed. 2013.
Series:
Computer Science (Springer-11645)
Contained In:
Springer eBooks
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Subjects:
Bioinformatics.
Gene expression.
Data mining.
Statistics.
Local subjects:
Computational Biology/Bioinformatics. (search)
Bioinformatics. (search)
Gene Expression. (search)
Data Mining and Knowledge Discovery. (search)
Statistics for Life Sciences, Medicine, Health Sciences. (search)
System Details:
text file PDF
Summary:
This book outlines 11 courses and 15 research topics in bioinformatics, based on curriculums and talks in a graduate summer school on bioinformatics that was held in Tsinghua University. The courses include: Basics for Bioinformatics, Basic Statistics for Bioinformatics, Topics in Computational Genomics, Statistical Methods in Bioinformatics, Algorithms in Computational Biology, Multivariate Statistical Methods in Bioinformatics Research, Association Analysis for Human Diseases: Methods and Examples, Data Mining and Knowledge Discovery Methods with Case Examples, Applied Bioinformatics Tools, Foundations for the Study of Structure and Function of Proteins, Computational Systems Biology Approaches for Deciphering Traditional Chinese Medicine, and Advanced Topics in Bioinformatics and Computational Biology. This book can serve as not only a primer for beginners in bioinformatics, but also a highly summarized yet systematic reference book for researchers in this field. Rui Jiang and Xuegong Zhang are both professors at the Department of Automation, Tsinghua University, China. Professor Michael Q. Zhang works at the Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA.
Contents:
Basics for Bioinformatics
Basic Statistics for Bioinformatics
Topics in Computational Genomics
Statistical Methods in Bioinformatics
Algorithms in Computational Biology
Multivariate Statistical Methods in Bioinformatics Research
Association Analysis for Human Diseases: Methods and Examples
Data Mining and Knowledge Discovery Methods with Case Examples
Applied Bioinformatics Tools
Foundations for the Study of Structure and Function of Proteins
Computational Systems Biology Approaches for Deciphering Traditional Chinese Medicine
Advanced Topics in Bioinformatics and Computational Biology.
Contributor:
Jiang, Rui, editor., Editor,
Zhang, Xuegong. editor., Editor,
Zhang, Michael Q. editor., Editor,
SpringerLink (Online service)
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Printed edition:
Printed edition:
Printed edition:
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ISBN:
978-3-642-38951-1
9783642389511
Publisher Number:
10.1007/978-3-642-38951-1 doi
Access Restriction:
Restricted for use by site license.