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Due to their high predictive and informative potential, machine learning and deep learning have emerged as essential tools to advance microbiome research. This book provides insights and research findings related to AI in microbiology and demonstrates how AI can be applied to solve complex problems, accelerate research, and improve our understanding of microorganisms. It covers AI and machine learning techniques in plant growth and plant protection, in clinical, food and environmental microbiology. AI in microbiology is an interdisciplinary field, and this book will help bridge the gap between computer science, data analytics, and microbiology.
Due to their high predictive and informative potential, machine learning and deep learning have emerged as essential tools to advance microbiome research. This book provides insights and research findings related to AI in microbiology and demonstrates how AI can be applied to solve complex problems, accelerate research, and improve our understanding of microorganisms. It covers AI and machine learning techniques in plant growth and plant protection, in clinical, food and environmental microbiology. AI in microbiology is an interdisciplinary field, and this book will help bridge the gap between computer science, data analytics, and microbiology.
Pankaj Kumar, HNBGU, Vivekanand, MNIT, Nidhi Pareek, CURAJ, Ramesh Chandra Dubey, GKV, India.
| Erscheinungsjahr: | 2025 |
|---|---|
| Fachbereich: | Chemische Technik |
| Genre: | Mathematik, Medizin, Naturwissenschaften, Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Inhalt: |
X
386 S. 43 s/w Illustr. 28 farbige Illustr. 34 s/w Tab. 43 b/w and 28 col. ill. 34 b/w tbl. |
| ISBN-13: | 9783111548272 |
| ISBN-10: | 3111548279 |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: |
Pankaj Kumar
Vivekanand Vivekanand Nidhi Pareek Ramesh Chandra Dubey |
| Redaktion: |
Kumar, Pankaj
Vivekanand, Vivekanand Pareek, Nidhi Dubey, Ramesh Chandra |
| Herausgeber: | Pankaj Kumar/Vivekanand Vivekanand/Nidhi Pareek et al |
| Hersteller: |
Walter de Gruyter
de Gruyter, Walter, GmbH |
| Verantwortliche Person für die EU: | Walter de Gruyter GmbH, De Gruyter GmbH, Genthiner Str. 13, D-10785 Berlin, productsafety@degruyterbrill.com |
| Abbildungen: | 43 b/w and 28 col. illustrations, 34 b/w tbl. |
| Maße: | 242 x 173 x 28 mm |
| Von/Mit: | Pankaj Kumar (u. a.) |
| Erscheinungsdatum: | 07.11.2025 |
| Gewicht: | 0,782 kg |