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Advanced AI techniques and applications in bioinformatics

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advanced AI techniques and applications in bioinformaticsedited by Loveleen Gaur ... [et al.].
other author:	Gaur, Loveleen.
Published:	Boca Raton, FL :CRC Press,2022.
Description:	1 online resource.
Notes:	Includes index.
Subject:	Bioinformatics.
Online resource:	https://www.taylorfrancis.com/books/9781003126164
ISBN:	9781003126164$q(ebook)

Advanced AI techniques and applications in bioinformatics
Advanced AI techniques and applications in bioinformatics[electronic resource] /edited by Loveleen Gaur ... [et al.]. - 1st ed. - Boca Raton, FL :CRC Press,2022. - 1 online resource. - Smart and intelligent computing in engineering. - Smart and intelligent computing in engineering..

Includes index.

"The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers the recent approaches in artificial intelligence and machine learning methods and their applications in Genome and Gene editing, cancer drug discovery classification, and the protein folding algorithms among others. Deep learning, which is widely used in image processing, is also applicable in bioinformatics as one of the most popular artificial intelligence approaches. The wide range of applications discussed in this book are an indispensable resource for computer scientists, engineers, biologists, mathematicians, physicians, and medical informaticists. Features: Focusses on the cross-disciplinary relation between computer science and biology and the role of machine learning methods in resolving complex problems in bioinformatics Provides a comprehensive and balanced blend of topics and applications using various advanced algorithms Presents cutting-edge research methodologies in the area of AI methods when applied to bioinformatics and innovative solutions Discusses the AI/ML techniques, their use, and their potential for use in common and future bioinformatics applications Includes recent achievements in AI and bioinformatics contributed by a global team of researchers"--

ISBN: 9781003126164$q(ebook)Subjects--Topical Terms:

194415
Bioinformatics.

LC Class. No.: QH324.25

Dewey Class. No.: 570.285

Advanced AI techniques and applications in bioinformatics
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245 0 0 $a Advanced AI techniques and applications in bioinformatics $h [electronic resource] / $c edited by Loveleen Gaur ... [et al.].
250 $a 1st ed.
260 $a Boca Raton, FL : $b CRC Press, $c 2022.
300 $a 1 online resource.
490 1 $a Smart and intelligent computing in engineering
500 $a Includes index.
520 $a "The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers the recent approaches in artificial intelligence and machine learning methods and their applications in Genome and Gene editing, cancer drug discovery classification, and the protein folding algorithms among others. Deep learning, which is widely used in image processing, is also applicable in bioinformatics as one of the most popular artificial intelligence approaches. The wide range of applications discussed in this book are an indispensable resource for computer scientists, engineers, biologists, mathematicians, physicians, and medical informaticists. Features: Focusses on the cross-disciplinary relation between computer science and biology and the role of machine learning methods in resolving complex problems in bioinformatics Provides a comprehensive and balanced blend of topics and applications using various advanced algorithms Presents cutting-edge research methodologies in the area of AI methods when applied to bioinformatics and innovative solutions Discusses the AI/ML techniques, their use, and their potential for use in common and future bioinformatics applications Includes recent achievements in AI and bioinformatics contributed by a global team of researchers"-- $c Provided by publisher.
588 $a Description based on print version record.
650 0 $a Bioinformatics. $3 194415
650 0 $a Artificial intelligence $x Biological applications. $3 238843
650 0 $a Machine learning. $3 188639
700 1 $a Gaur, Loveleen. $3 915092
830 0 $a Smart and intelligent computing in engineering. $3 960288
856 4 0 $u https://www.taylorfrancis.com/books/9781003126164