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» Prediction is Deduction but Explanation is Abduction
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AI
2008
Springer
13 years 5 months ago
What makes propositional abduction tractable
Abduction is a fundamental form of nonmonotonic reasoning that aims at finding explanations for observed manifestations. This process underlies many applications, from car configu...
Gustav Nordh, Bruno Zanuttini
ILP
2003
Springer
13 years 10 months ago
ILP for Mathematical Discovery
We believe that AI programs written for discovery tasks will need to simultaneously employ a variety of reasoning techniques such as induction, abduction, deduction, calculation an...
Simon Colton, Stephen Muggleton
BVAI
2007
Springer
13 years 7 months ago
Logic as Energy: A SAT-Based Approach
This paper presents the implementation of ARQ-PROP II, a limited-depth propositional reasoner, via the compilation of its specification into an exact formulation using the satyrus...
Priscila Machado Vieira Lima, M. Mariela Morveli-E...
AAAI
2000
13 years 7 months ago
Assessing Relevance with Extensionally Defined Principles and Cases
Expert decision-makers often explain decisions by citing general principles. In some domains, however, it is nearly impossible to define principles intensionally so that they may ...
Bruce M. McLaren, Kevin D. Ashley