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CSL
2001
Springer
14 years 2 months ago
A Logic for Approximate First-Order Reasoning
Abstract. In classical approaches to knowledge representation, reasoners are assumed to derive all the logical consequences of their knowledge base. As a result, reasoning in the ļ...
Frédéric Koriche
BIBE
2004
IEEE
14 years 2 months ago
Phylogenetic Reconstruction from Arbitrary Gene-Order Data
Phylogenetic reconstruction from gene-order data has attracted attention from both biologists and computer scientists over the last few years. So far, our software suite GRAPPA is...
Jijun Tang, Bernard M. E. Moret, Liying Cui, Claud...
AAAI
2008
14 years 19 days ago
Lifted First-Order Belief Propagation
Unifying first-order logic and probability is a long-standing goal of AI, and in recent years many representations combining aspects of the two have been proposed. However, infere...
Parag Singla, Pedro Domingos
AIPS
2007
14 years 19 days ago
Approximate Solution Techniques for Factored First-Order MDPs
Most traditional approaches to probabilistic planning in relationally speciļ¬ed MDPs rely on grounding the problem w.r.t. speciļ¬c domain instantiations, thereby incurring a com...
Scott Sanner, Craig Boutilier
AISC
2008
Springer
14 years 10 days ago
Search Techniques for Rational Polynomial Orders
Polynomial interpretations are a standard technique used in almost all tools for proving termination of term rewrite systems (TRSs) automatically. Traditionally, one applies interp...
Carsten Fuhs, Rafael Navarro-Marset, Carsten Otto,...