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» A DSL for Explaining Probabilistic Reasoning
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DSL
2009
13 years 2 months ago
A DSL for Explaining Probabilistic Reasoning
We propose a new focus in language design where languages provide constructs that not only describe the computation of results, but also produce explanations of how and why those r...
Martin Erwig, Eric Walkingshaw
VL
2009
IEEE
126views Visual Languages» more  VL 2009»
13 years 11 months ago
Visual explanations of probabilistic reasoning
Continuing our research in explanation-oriented language design, we present a domain-specific visual language for explaining probabilistic reasoning. Programs in this language, c...
Martin Erwig, Eric Walkingshaw
AMAI
2002
Springer
13 years 4 months ago
Probabilistic Argumentation Systems and Abduction
Probabilistic argumentation systems are based on assumption-based reasoning for obtaining arguments supporting hypotheses and on probability theory to compute probabilities of sup...
Jürg Kohlas, Dritan Berzati, Rolf Haenni
AGI
2008
13 years 6 months ago
How Might Probabilistic Reasoning Emerge from the Brain?
: A series of hypotheses is proposed, connecting neural structures and dynamics with the formal structures and processes of probabilistic logic. First, a hypothetical connection is...
Ben Goertzel, Cassio Pennachin
AAAI
2011
12 years 4 months ago
Abductive Markov Logic for Plan Recognition
Plan recognition is a form of abductive reasoning that involves inferring plans that best explain sets of observed actions. Most existing approaches to plan recognition and other ...
Parag Singla, Raymond J. Mooney