Machine Learning and Probabilistic Graphical Models for Decision Support Systems is popular PDF and ePub book, written by Kim Phuc Tran in 2022-10-13, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Machine Learning and Probabilistic Graphical Models for Decision Support Systems can be Read Online from any device for your convenience.
Machine Learning and Probabilistic Graphical Models for Decision Support Systems Book PDF Summary
This book presents recent advancements in research, a review of new methods and techniques, and applications in decision support systems (DSS) with Machine Learning and Probabilistic Graphical Models, which are very effective techniques in gaining knowledge from Big Data and in interpreting decisions. It explores Bayesian network learning, Control Chart, Reinforcement Learning for multicriteria DSS, Anomaly Detection in Smart Manufacturing with Federated Learning, DSS in healthcare, DSS for supply chain management, etc. Researchers and practitioners alike will benefit from this book to enhance the understanding of machine learning, Probabilistic Graphical Models, and their uses 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 of these studies are introduced in each chapter.
Detail Book of Machine Learning and Probabilistic Graphical Models for Decision Support Systems PDF
- Author : Kim Phuc Tran
- Release : 13 October 2022
- Publisher : CRC Press
- ISBN : 9781000771442
- Genre : Computers
- Total Page : 330 pages
- Language : English
- PDF File Size : 20,5 Mb
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