Computational Life Sciences
Data Engineering and Data Mining for Life Sciences
Seiten
2024
|
2022
Springer International Publishing (Verlag)
978-3-031-08413-3 (ISBN)
Springer International Publishing (Verlag)
978-3-031-08413-3 (ISBN)
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 | 06.03.2024 |
---|---|
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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