Reducing parameter value uncertainty in discrete Bayesian network learning: a semantic fuzzy Bayesian approach

• Main Authors: Das, Monidipa, Ghosh, Soumya K.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Bayesian Network; Parameter Learning
• Online Access: https://hdl.handle.net/10356/159579
• Institution: Nanyang Technological University

Bayesian network has gained increasing popularity among the data scientists and research communities, because of its inherent capability of capturing probabilistic information and reasoning with uncertain knowledge. However, the discrete Bayesian learning, with continuous and categorical variable...