Basics of Bioinformatics -

Basics of Bioinformatics

Lecture Notes of the Graduate Summer School on Bioinformatics of China
Buch | Softcover
XIX, 395 Seiten
2016 | 1. Softcover reprint of the original 1st ed. 2013
Springer Berlin (Verlag)
978-3-662-52325-4 (ISBN)
106,99 inkl. MwSt
This book covers fundamental topics in bioinformatics, based on curriculums and talks in a graduate summer school on bioinformatics held in Tsinghua University. It can serve as both a primer for beginners as well as a reference for researchers in the field.

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 Jiangand 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.

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.

From the book reviews:

"An excellent introduction for researchers, scholars, and students who would like a broad overview of various research areas in bioinformatics, or for those who would like to study one of these areas in depth. ... it covers a wide variety of topics and that each chapter is self-contained and can be read independently. As such, the book can serve as a central point of reference, or an overview of the many research areas in bioinformatics." (Xiannong Meng, Computing Reviews, June, 2014)

Erscheinungsdatum
Zusatzinfo XIX, 395 p. 123 illus.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 658 g
Themenwelt Informatik Weitere Themen Bioinformatik
Naturwissenschaften Biologie
Schlagworte algorithms • Bioinformatics • Biostatistics • Computational Biology • Computational Biology/Bioinformatics • computational genomics • Computer Science • Data Mining • data mining and knowledge discovery • Epidemiology and medical statistics • Expert systems / knowledge-based systems • gene expression • Information technology: general issues • Life sciences: general issues • medical genetics • Molecular Biology • probability and statistics • Statistics for Life Sciences, Medicine, Health Sci • systems biology • TUP
ISBN-10 3-662-52325-6 / 3662523256
ISBN-13 978-3-662-52325-4 / 9783662523254
Zustand Neuware
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