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» Mechanizing Inductive Reasoning
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ASP
2001
Springer
15 years 3 months ago
Learning by Answer Sets
This paper presents a novel application of answer set programming to concept learning in nonmonotonic logic programs. Given an extended logic program as a background theory, we in...
Chiaki Sakama
ENTCS
2006
131views more  ENTCS 2006»
14 years 11 months ago
Development Separation in Lambda-Calculus
We present a proof technique in -calculus that can facilitate inductive reasoning on -terms by separating certain -developments from other -reductions. We give proofs based on thi...
Hongwei Xi
TARK
1998
Springer
15 years 3 months ago
Hypothetical Knowledge and Counterfactual Reasoning
: Salmetintroduced a notion of hypothetical knowledge and showed how it could be used to capture the type of counterfactual reasoning necessary to force the backwards induction sol...
Joseph Y. Halpern
IJCAI
2007
15 years 1 months ago
Towards Reasoning about the Past in Neural-symbolic Systems
Reasoning about the past is of fundamental importance in several applications in computer science and artificial intelligence, including reactive systems and planning. In this pa...
Rafael V. Borges, Luís C. Lamb, Artur S. d'...
AIR
2005
119views more  AIR 2005»
14 years 11 months ago
An Assessment of Case-Based Reasoning for Spam Filtering
Because of the changing nature of spam, a spam filtering system that uses machine learning will need to be dynamic. This suggests that a case-based (memory-based) approach may work...
Sarah Jane Delany, Padraig Cunningham, Lorcan Coyl...