WitrynaThis paper introduces Logical Credal Networks, an expressive probabilistic logic that generalizes many prior models that combine logic and probability. Given imprecise …

aGrUM: A Graphical Universal Model Framework SpringerLink

Witryna3 cze 2015 · Despite the use of logical formulas, Markov logic networks (MLNs) can be difficult to interpret, due to the often counter-intuitive meaning of their weights. To address this issue, we propose a method to construct a possibilistic logic theory that exactly captures what can be derived from a given MLN using maximum a posteriori … WitrynaSemantic Scholar extracted view of "Thirty years of credal networks: Specification, algorithms and complexity" by D. Mauá et al. lil boy upset and shakes

Logical Credal Networks - NASA/ADS

WitrynaTheir common interest is to investigate different logical and probabilistic inferential systems and to produce an unified view of inference in probabilistic logic. The group … WitrynaLogical Credal Networks This paper introduces Logical Credal Networks, an expressive probabilist... 0 Haifeng Qian, et al. ∙. share ... Witryna3 cze 2024 · This paper presents the aGrUM framework, a C++ library providing state-of-the-art implementations of graphical models for decision making, including Bayesian Networks, Influence Diagrams, Credal Networks, Probabilistic Relational Models. This is the result of an ongoing effort to build an efficient and well maintained open source … hotels in dayton ohio with jacuzzi