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ASP
2001
Springer
14 years 1 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
BIRTHDAY
2005
Springer
14 years 3 months ago
Objective Bayesian Nets
I present a formalism that combines two methodologies: objective Bayesianism and Bayesian nets. According to objective Bayesianism, an agent’s degrees of belief (i) ought to sat...
Jon Williamson
CADE
2007
Springer
14 years 10 months ago
Logical Interpretation: Static Program Analysis Using Theorem Proving
Abstract. This paper presents the foundations for using automated deduction technology in static program analysis. The central principle is the use of logical lattices ? a class of...
Ashish Tiwari, Sumit Gulwani
ICML
2003
IEEE
14 years 10 months ago
Probabilistic Classifiers and the Concepts They Recognize
We investigate algebraic, logical, and geometric properties of concepts recognized by various classes of probabilistic classifiers. For this we introduce a natural hierarchy of pr...
Manfred Jaeger
ICLP
1991
Springer
14 years 1 months ago
Abstract Interpretation of Logic Programs
Interpretation of Logic Programs 1
Patrick Cousot