Bayesian Networks and Influence Diagrams

• Main Authors: Kjærulff, Uffe B., Madsen, Anders L.
• Format: Book
• Language: English
• Published: Springer 2017
• Subjects: Mathematics; Statistics ; Uncertainty (Information theory) ; Bayesian statistical decision theory ; Expert systems (Computer science); 003.54
• Online Access: http://repository.vnu.edu.vn/handle/VNU_123/26268
• Institution: Vietnam National University, Hanoi

Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence, offering intuitive, efficient, and reliable methods for diagnosis, prediction, decision making, classification, troublesh...