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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Biochemical engineering Biotechnology

• Plný název: Machine Learning in Biological Sciences
• Podnázev: Updates and Future Prospects
• Autor: Shyamasree Ghosh, Rathi Dasgupta
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 336
• EAN: 9789811688836
• ID: 43226495
• Nakladatelství: Springer, Berlin
• Rozměry: 235 × 155 mm
• Datum vydání: 19. May 2023

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