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Verlag: TAYLOR & FRANCIS NP EXCLUSIVE(CBS), 2025
ISBN 10: 103240583X ISBN 13: 9781032405834
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Verlag: TAYLOR & FRANCIS NP EXCLUSIVE(CBS), 2024
ISBN 10: 1032396571 ISBN 13: 9781032396576
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Verlag: Taylor & Francis Np Exclusive(Cbs),, 2025
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Verlag: Taylor & Francis Ltd, London, 2025
ISBN 10: 103240583X ISBN 13: 9781032405834
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In den WarenkorbPaperback. Zustand: new. Paperback. The authors aim to shed light on the practicality of using machine learning in finding complex chemoinformatics and bioinformatics applications as well as identifiying AI in biological and chemical data points. The chapters are designed in such a way that they highlight the important role of AI in chemistry and bioinformatics particularly for the classification of diseases, selection of features and compounds, dimensionality reduction and more. In addition, they assist in the organization and optimal use of data points generated from experiments performed using AI techniques. This volume discusses the development of automated tools and techniques to aid in research plans. Features Covers AI applications in bioinformatics and chemoinformatics Demystifies the involvement of AI in generating biological and chemical data Provides an Introduction to basic and advanced chemoinformatics computational tools Presents a chemical biology based toolset for artificial intelligence usage in drug design Discusses computational methods in cancer, genome mapping, and stem cell research Bioinformatics and chemoinformatics generate a bombardment of heterogeneous chemical and biological data which requires storage, retrieval, analysis and management. This book covers the critical aspects of utilizing data produced in biological and chemical experiments and how this data can be used for producing underlying patterns. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.