Computational Life Sciences

Computational Life Sciences
Author: Jens Dörpinghaus
Publisher: Springer Nature
Total Pages: 593
Release: 2023-03-04
Genre: Computers
ISBN: 303108411X

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This book broadly covers the given spectrum of disciplines in Computational Life Sciences, transforming it into a strong helping hand for teachers, students, practitioners and researchers. In Life Sciences, problem-solving and data analysis often depend on biological expertise combined with technical skills in order to generate, manage and efficiently analyse big data. These technical skills can easily be enhanced by good theoretical foundations, developed from well-chosen practical examples and inspiring new strategies. This is the innovative approach of Computational Life Sciences-Data Engineering and Data Mining for Life Sciences: We present basic concepts, advanced topics and emerging technologies, introduce algorithm design and programming principles, address data mining and knowledge discovery as well as applications arising from real projects. Chapters are largely independent and often flanked by illustrative examples and practical advise.


Computational Life Sciences
Language: en
Pages: 593
Authors: Jens Dörpinghaus
Categories: Computers
Type: BOOK - Published: 2023-03-04 - Publisher: Springer Nature

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This book broadly covers the given spectrum of disciplines in Computational Life Sciences, transforming it into a strong helping hand for teachers, students, pr
Life Science Data Mining
Language: en
Pages: 390
Authors: Chung-sheng Li
Categories: Science
Type: BOOK - Published: 2006-12-29 - Publisher: World Scientific

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This timely book identifies and highlights the latest data mining paradigms to analyze, combine, integrate, model and simulate vast amounts of heterogeneous mul
Life Science Data Mining
Language: en
Pages: 392
Authors: Stephen T. C. Wong
Categories: Computers
Type: BOOK - Published: 2006 - Publisher: World Scientific Publishing Company

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This timely book identifies and highlights the latest data mining paradigms to analyze, combine, integrate, model and simulate vast amounts of heterogeneous mul
Data Mining Techniques for the Life Sciences
Language: en
Pages: 408
Authors: Oliviero Carugo
Categories: Science
Type: BOOK - Published: 2011-03-04 - Publisher: Humana Press

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Most life science researchers will agree that biology is not a truly theoretical branch of science. The hype around computational biology and bioinformatics beg
Introduction to Data Mining for the Life Sciences
Language: en
Pages: 644
Authors: Rob Sullivan
Categories: Science
Type: BOOK - Published: 2012-01-07 - Publisher: Springer Science & Business Media

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Data mining provides a set of new techniques to integrate, synthesize, and analyze tdata, uncovering the hidden patterns that exist within. Traditionally, techn