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Artificial intelligence technologies for computational biology /

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자료유형E-Book
개인저자Rout, Ranjeet Kumar, editor.
Umer, Saiyed, editor.
Sheikh, Sabha, editor.
Sangal, Amrit Lal, editor.
서명/저자사항Artificial intelligence technologies for computational biology /edited by Ranjeet Kumar Rout, Saiyed Umer, Sabha Sheikh, Amrit Lal Sangal.
판사항First edition.
형태사항1 online resource (xix, 324 pages) : illustrations (some color)
소장본 주기WorldCat record variable field(s) change: 050
ISBN9781003246688
1003246680
9781000778687
1000778681
9781000778694
100077869X



기타표준부호10.1201/9781003246688doi
서지주기Includes 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"--
일반주제명Artificial intelligence -- Biological applications.
Computational biology -- Data processing.
COMPUTERS / Computer Engineering
Artificial intelligence -- Biological applications.
언어영어
기타형태 저록Print version:Artificial intelligence technologies for computational biologyFirst edition.Boca Raton : CRC Press, 20239781032160009
대출바로가기https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3373457

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