Description: Machine Learning and Artificial Intelligence in Chemical and Biological Sensing, Paperback by Yoon, Jeong-Yeol (EDT); Yu, Chenxu (EDT), ISBN 0443220018, ISBN-13 9780443220012, Brand New, Free shipping in the US Machine Learning and Artificial Intelligence in Chemical and Biological Sensing covers the theoretical background and practical applications of various ML/AI methods toward chemical and biological sensing. No comprehensive reference text has been available previously to cover the wide breadth of this topic. Th's editors have written the first three chapters to firmly introduce the reader to fundamental ML theories that can be used for chemical/biosensing. Subsequent chapters then cover the practical applications with contributions by various experts in the field. Sections show how ML and AI-based techniques can provide solutions for: 1) identifying and quantifying target molecules when specific receptors are unavailable 2) analyzing complex mixtures of target molecules, such as gut microbiome and soil microbiome 3) analyzing high-throughput and high-dimensional data, such as drug screening, molecular interaction, and environmental toxicant analysis, 4) analyzing complex data sets where fingerprinting approach is needed This book is written primarily for upper undergraduate students, graduate students, research staff, and faculty members at teaching and research universities and colleges who are working on chemical sensing, biosensing, analytical chemistry, analytical biochemistry, biomedical imaging, medical diagnostics, environmental monitoring, and agricultural applications.
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Book Title: Machine Learning and Artificial Intelligence in Chemical and Biol
Number of Pages: 272 Pages
Language: English
Publication Name: Machine Learning and Artificial Intelligence in Chemical and Biological Sensing
Publisher: Elsevier Science & Technology
Publication Year: 2024
Subject: Biotechnology, Chemistry / Analytic, Sensors, Chemistry / Industrial & Technical
Type: Textbook
Subject Area: Technology & Engineering, Science
Item Length: 9 in
Author: Chenxu Yu
Item Width: 6 in
Format: Trade Paperback