Computational Life Sciences -

Computational Life Sciences

Data Engineering and Data Mining for Life Sciences
Buch | Softcover
XII, 598 Seiten
2024 | 2022
Springer International Publishing (Verlag)
978-3-031-08413-3 (ISBN)
181,89 inkl. MwSt
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.

 

Interesting Programming Languages used in Life Sciences.- Introduction to Java.-  Basic Data Processing.- Algorithm Design.- Data and Knowledge Management.- Databases and Knowledge Graphs.- Knowledge Discovery and AI approaches for the Life Sciences.- Longitudinal Data.

Erscheinungsdatum
Reihe/Serie Studies in Big Data
Zusatzinfo XII, 598 p. 259 illus., 155 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Datenbanken
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Informatik Weitere Themen Bioinformatik
Technik
Schlagworte Bioinformatics • data engineering • Data Mining • Knowledge Discovery • Life Science Informatics
ISBN-10 3-031-08413-6 / 3031084136
ISBN-13 978-3-031-08413-3 / 9783031084133
Zustand Neuware
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