dogear

enter for all results · esc to close

Probabilistic Horn abduction and Bayesian networks

sciencedirect.comsite

Artificial Intelligence, 1993. [All Versions]. This paper presents a simple framework for Horn-clause abduction, with probabilities associated with hypotheses. The framework incorporates assumptions about the rule base and independence assumptions amongst hypotheses. It is…

from
AGI & CoCoSci
added
2026-10-10
likes
0

similar

  1. Abductive Inference in Bayesian Networks: A Review link.springer.com

    Advances in Bayesian Networks, 2004. [All Versions]. The goal of this paper is to serve as a survey for the problem of abductive inference (or belief revision) in Bayesian networks. Thus, the problem is introduced in its two variants: total abduction (or MPE) and partial…

  2. Probabilistic alternatives to Bayesianism: the case of explanationism frontiersin.org

    Frontiers in Psychology, 2015. [All Versions]. A non-Bayesian account of Abduction.

  3. Learning overhypotheses with hierarchical Bayesian models onlinelibrary.wiley.com

    Developmental Science, 2007. [All Versions].

  4. Constructing a hypothesis space from the Web for large-scale Bayesian word learning cocosci.princeton.edu

    CogSci'12, 2012. [All Versions].

  5. Abductive Logic Programming academic.oup.com

    Journal of Logic Computation, 1992. [All Versions]. This paper is a survey and critical overview of recent work on the extension of logic programming to perform abductive reasoning (abductive logic programming). The authors outline the general framework of abduction and its…

  6. Bayesian Brains without Probabilities sciencedirect.com

    Trends in Cognitive Sciences, 2016. [All Versions]. A perspective on human probabilistic modeling without explicit probabilistic computation.

AGI & CoCoSci › Papers > Abduction > Applications in AI: “Artificial Intelligence, 1993. [All Versions]. This paper presents a simple framework for Horn-clause abduction, with probabilities associated with hypotheses. The framework incorporates assumptions about the rule base and independence assumptions amongst hypotheses. It is…”