Artificial intelligence technologies for computational biology First edition

상세정보

자료유형	단행본
서명/저자사항	Artificial intelligence technologies for computational biology / edited by Ranjeet Kumar Rout, Saiyed Umer, Sabha Sheikh, Amrit Lal Sangal.
개인저자	Rout, Ranjeet Kumar, editor. Umer, Saiyed, editor. Sheikh, Sabha, editor. Sangal, Amrit Lal, editor.
판사항	First edition.
발행사항	Boca Raton, FL: CRC Press, 2023.
형태사항	1 online resource (xix, 324 pages) : illustrations (some color)
ISBN	9781003246688 1003246680 9781000778687 1000778681 9781000778694 100077869X
기타표준부호	10.1201/9781003246688doi
서지주기	Includes bibliographical references and index.
요약	"This text emphasizes the importance of artificial intelligence techniques in the field of biological computation. It also discusses fundamental principles that can be applied beyond bio-inspired computing. It comprehensively covers important topics including data integration, data mining, machine learning, genetic algorithms, evolutionary computation, evolved neural networks, nature-inspired algorithms, and protein structure alignment. The text covers the application of evolutionary computations for fractal visualization of sequence data, artificial intelligence, and automatic image interpretation in modern biological systems. The text is primarily written for graduate students and academic researchers in areas of electrical engineering, electronics engineering, computer engineering, and computational biology. This book Covers algorithms in the fields of artificial intelligence, and machine learning useful in biological data analysis. Discusses comprehensively artificial intelligence and automatic image interpretation in modern biological systems. Presents the application of evolutionary computations for fractal visualization of sequence data. Explores the use of genetic algorithms for pair-wise and multiple sequence alignments. Examines the roles of efficient computational techniques in biology"--
해제	Provided by publisher.
일반주제명	Artificial intelligence --Biological applications. Computational biology --Data processing. COMPUTERS / Computer Engineering Artificial intelligence --Biological applications.
분류기호(DDC)	570.285
언어	영어
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