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Machine learning and probabilistic graphical models for decision support systems

Record Type:	Electronic resources : Monograph/item
Title/Author:	Machine learning and probabilistic graphical models for decision support systemseditor Kim Phuc Tran.
other author:	Tran, Kim Phuc,
Published:	Boca Raton, FL :CRC Press,2022.
Description:	1 online resource.
Subject:	Decision support systems.
Online resource:	https://www.taylorfrancis.com/books/9781003189886
ISBN:	9781003189886$q(electronic bk.)

Machine learning and probabilistic graphical models for decision support systems
Machine learning and probabilistic graphical models for decision support systems[electronic resource] /editor Kim Phuc Tran. - 1st ed. - Boca Raton, FL :CRC Press,2022. - 1 online resource.

Includes bibliographical references and index.

Decision support systems for healthcare based on probabilistic graphical models : a survey and perspective / Ali Raza, Kim Phuc Tran, Ludovic Koehl and Shujun Li -- Decision support systems for anomaly detection with the applications in smart manufacturing : a survey and perspective / Quoc-Thông Nguyen, Tung Nhi Tran, Cédric Heuchenne and Kim Phuc Tran -- Decision support system for complex systems risk assessment with Bayesian / Ayeley Tchangani.

"This book presents recent advancements of research, new methods and techniques, and applications in decision support systems (DSS) with Machine Learning and Probabilistic Graphical Models. The book undertakes to stimulate scientific exchange, ideas, and experiences in the field of DSS applications. Researchers, postgraduate students, and practitioners alike will benefit from this book to enhance the understanding of machine learning, Probabilistic Graphical Models, and their use in DSS in the context of decision making with uncertainty. The real-world case studies in various fields with guidance and recommendations for the practical applications are introduced in each chapter"--

ISBN: 9781003189886$q(electronic bk.)Subjects--Topical Terms:

184400
Decision support systems.

LC Class. No.: T58.62 / .M235 2022eb

Dewey Class. No.: 658.4/038

Machine learning and probabilistic graphical models for decision support systems
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035 $a 9781003189886
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245 0 0 $a Machine learning and probabilistic graphical models for decision support systems $h [electronic resource] / $c editor Kim Phuc Tran.
250 $a 1st ed.
260 $a Boca Raton, FL : $b CRC Press, $c 2022.
300 $a 1 online resource.
504 $a Includes bibliographical references and index.
505 2 $a Decision support systems for healthcare based on probabilistic graphical models : a survey and perspective / Ali Raza, Kim Phuc Tran, Ludovic Koehl and Shujun Li -- Decision support systems for anomaly detection with the applications in smart manufacturing : a survey and perspective / Quoc-Thông Nguyen, Tung Nhi Tran, Cédric Heuchenne and Kim Phuc Tran -- Decision support system for complex systems risk assessment with Bayesian / Ayeley Tchangani.
520 $a "This book presents recent advancements of research, new methods and techniques, and applications in decision support systems (DSS) with Machine Learning and Probabilistic Graphical Models. The book undertakes to stimulate scientific exchange, ideas, and experiences in the field of DSS applications. Researchers, postgraduate students, and practitioners alike will benefit from this book to enhance the understanding of machine learning, Probabilistic Graphical Models, and their use in DSS in the context of decision making with uncertainty. The real-world case studies in various fields with guidance and recommendations for the practical applications are introduced in each chapter"-- $c Provided by publisher.
588 $a OCLC-licensed vendor bibliographic record.
650 0 $a Decision support systems. $3 184400
650 0 $a Decision making $x Graphic methods. $3 995784
650 0 $a Machine learning. $3 188639
650 0 $a Artificial intelligence $x Industrial applications. $3 524554
700 1 $a Tran, Kim Phuc, $d 1986- $3 995783
856 4 0 $u https://www.taylorfrancis.com/books/9781003189886