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» Functional logic programming
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150
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ML
2006
ACM
131views Machine Learning» more  ML 2006»
15 years 4 months ago
Markov logic networks
We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge b...
Matthew Richardson, Pedro Domingos
161
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FUIN
2010
106views more  FUIN 2010»
15 years 2 months ago
Horn Knowledge Bases in Regular Description Logics with PTIME Data Complexity
Abstract. Developing a good formalism and an efficient decision procedure for the instance checking problem is desirable for practical application of description logics. The data c...
Linh Anh Nguyen
SAS
2004
Springer
134views Formal Methods» more  SAS 2004»
15 years 10 months ago
Towards Declarative Programming for Web Services
ness Refinement in Abstract Symbolic Trajectory Evaluation . . . . 38 Mila Dalla Preda Constraint-Based Linear-Relations Analysis . . . . . . . . . . . . . . . . . . . . . . . . ....
Sheila A. McIlraith
CPAIOR
2006
Springer
15 years 8 months ago
Event-Driven Probabilistic Constraint Programming
Real-life management decisions are usually made in uncertain environments, and decision support systems that ignore this uncertainty are unlikely to provide realistic guidance. We ...
Armagan Tarim, Brahim Hnich, Steven David Prestwic...
165
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GECCO
2007
Springer
151views Optimization» more  GECCO 2007»
15 years 11 months ago
Solving real-valued optimisation problems using cartesian genetic programming
Classical Evolutionary Programming (CEP) and Fast Evolutionary Programming (FEP) have been applied to realvalued function optimisation. Both of these techniques directly evolve th...
James Alfred Walker, Julian Francis Miller