Pseudo Credal Networks for Inference With Probability Intervals
(2019)
Journal Article
Estrada-Lugo, H. D., Tolo, S., de Angelis, M., & Patelli, E. (2019). Pseudo Credal Networks for Inference With Probability Intervals. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 5(4), Article RISK-18-1097. https://doi.org/10.1115/1.4044239
The computation of the inference corresponds to an NP-hard problem even for a single connected credal network. The novel concept of pseudo networks is proposed as an alternative to reduce the computational cost of probabilistic inference in credal ne... Read More about Pseudo Credal Networks for Inference With Probability Intervals.