Machine Learning and Probabilistic Graphical Models for Decision Support Systems

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, andexperiences 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 ofdecision making with uncertainty. The real-world case studies in various fields with guidance and recommendations for the practical applications are introduced in each chapter--