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Machine learning and probabilistic g...
~
Tran, Kim Phuc, (1986-)
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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 systems/ editor Kim Phuc Tran.
other author:
Tran, Kim Phuc,
Published:
Boca Raton, FL :CRC Press, : 2022.,
Description:
1 online resource.
[NT 15003449]:
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.
Subject:
Decision support systems. -
Online resource:
https://www.taylorfrancis.com/books/9781003189886
ISBN:
9781003189886
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: 9781003189886Subjects--Topical Terms:
545674
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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CRC Press,
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Includes bibliographical references and index.
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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.
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"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"--
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Decision support systems.
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Decision making
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Tran, Kim Phuc,
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https://www.taylorfrancis.com/books/9781003189886
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W9521437
電子資源
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EB T58.62 .M235 2022eb
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