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Kniha Machine Learning in Biological Sciences Shyamasree Ghosh

Machine Learning in Biological Sciences

Updates and Future Prospects

Autor: Shyamasree Ghosh, Rathi Dasgupta
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
3 882 Kč
This book gives an overview of applications of Machine Learning (ML) in diverse fields of biological...

Informace o knize

Autor
Shyamasree Ghosh, Rathi Dasgupta
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2023
Stránek
336
EAN
9789811688836
Enbook ID
43226495
Vydavatel
Springer, Berlin
Hmotnost
503
Rozměry
155 x 235

Kompletní popis

This book gives an overview of applications of Machine Learning (ML) in diverse fields of biological sciences, including healthcare, animal sciences, agriculture, and plant sciences. Machine learning has major applications in process modelling, computer vision, signal processing, speech recognition, and language understanding and processing and life, and health sciences. It is increasingly used in understanding DNA patterns and in precision medicine. This book is divided into eight major sections, each containing chapters that describe the application of ML in a certain field. The book begins by giving an introduction to ML and the various ML methods. It then covers interesting and timely aspects such as applications in genetics, cell biology, the study of plant-pathogen interactions, and animal behavior. The book discusses computational methods for toxicity prediction of environmental chemicals and drugs, which forms a major domain of research in the field of biology.  It is of relevance to post-graduate students and researchers interested in exploring the interdisciplinary areas of use of machine learning and deep learning in life sciences.

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