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» Introduction to Logic Programming
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JMLR
2012
13 years 3 days ago
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data
We propose a novel mixtures of Gaussian processes model in which the gating function is interconnected with a probabilistic logical model, in our case Markov logic networks. In th...
Martin Schiegg, Marion Neumann, Kristian Kersting
RR
2009
Springer
15 years 2 months ago
Integrating Logic Programming and Production Systems in Abductive Logic Programming Agents
In this paper we argue the case for integrating the distinctive functionalities of logic programs and production systems within an abductive logic programming agent framework. In t...
Robert A. Kowalski, Fariba Sadri
ICALP
2007
Springer
15 years 3 months ago
Co-Logic Programming: Extending Logic Programming with Coinduction
In this paper we present the theory and practice of co-logic programming (co-LP for brevity), a paradigm that combines both inductive and coinductive logic programming. Co-LP is a ...
Luke Simon, Ajay Bansal, Ajay Mallya, Gopal Gupta
100
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PPCP
1993
15 years 1 months ago
Higher-Order Logic Programming as Constraint Logic Programming
Higher-order logic programming (HOLP) languages are particularly useful for various kinds of metaprogramming and theorem proving tasks because of the logical support for variable ...
Spiro Michaylov, Frank Pfenning
AAAI
2006
14 years 11 months ago
Bounded Treewidth as a Key to Tractability of Knowledge Representation and Reasoning
Several forms of reasoning in AI
Georg Gottlob, Reinhard Pichler, Fang Wei