TY  - BOOK
AU  - Tran,Kim Phuc
TI  - Machine learning and probabilistic graphical models for decision support systems
SN  - 9781003189886
AV  - T58.62 .M235 2022eb
U1  - 658.4/038 22
PY  - 2022///
CY  - Boca Raton, FL
PB  - CRC Press
KW  - Decision support systems
KW  - Decision making
KW  - Graphic methods
KW  - Machine learning
KW  - Artificial intelligence
KW  - Industrial applications
KW  - COMPUTERS / Machine Theory
KW  - bisacsh
KW  - MATHEMATICS / Probability & Statistics / General
KW  - SCIENCE / Life Sciences / General
N1  - 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
N2  - "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"--
UR  - https://www.taylorfrancis.com/books/9781003189886
UR  - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
ER  -