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» Bayesian Inductive Logic Programming
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JLP
1998
147views more  JLP 1998»
14 years 9 months ago
Automated Reasoning with a Constraint-Based Metainterpreter
Using constraint logic techniques, it is made possible to use a wellknown metainterpreter backwards as a device for generating programs. A metainterpreter is developed, which prov...
Henning Christiansen
CADE
2008
Springer
15 years 10 months ago
Compositional Proofs with Symbolic Execution
Abstract. A proof method is described which combines compositional proofs of interleaved parallel programs with the intuitive and highly automatic strategy of symbolic execution. A...
Simon Bäumler, Florian Nafz, Michael Balser, ...
JMLR
2012
13 years 1 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
PKDD
2004
Springer
118views Data Mining» more  PKDD 2004»
15 years 3 months ago
Learning from Multi-source Data
This paper proposes an efficient method to learn from multi source data with an Inductive Logic Programming method. The method is based on two steps. The first one consists in lea...
Élisa Fromont, Marie-Odile Cordier, Rene Qu...
ESOP
2010
Springer
15 years 7 months ago
A Hoare Logic for the Coinductive Trace-Based Big-Step Semantics of While
In search for a foundational framework for reasoning about observable behavior of programs that may not terminate, we have previously devised a trace-based big-step semantics for W...
Keiko Nakata and Tarmo Uustalu