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» Unifying Logical and Statistical AI
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ENC
2006
IEEE
13 years 8 months ago
Defining new argumentation-based semantics by minimal models
Dung's argumentation approach is a unifying approach which has played an influential role on argumentation research and Artificial Intelligence (AI). Based on a proper repres...
Juan Carlos Nieves, Ulises Cortés, Mauricio...
AAAI
2008
13 years 7 months 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
ECML
2006
Springer
13 years 8 months ago
Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learning
Abstract. Over the last twenty years AI has undergone a sea change. The oncedominant paradigm of logical inference over symbolic knowledge representations has largely been supplant...
Gerald DeJong
IJVR
2006
178views more  IJVR 2006»
13 years 5 months ago
Scene Synchronization in Close Coupled World Representations Using SCIVE
This paper introduces SCIVE, a Simulation Core for Intelligent Virtual Environments. SCIVE provides a Knowledge Representation Layer (KRL) as a central organizing struc...
Marc Erich Latoschik, Christian Fröhlich, Ale...
COLING
2008
13 years 6 months ago
An Integrated Probabilistic and Logic Approach to Encyclopedia Relation Extraction with Multiple Features
We propose a new integrated approach based on Markov logic networks (MLNs), an effective combination of probabilistic graphical models and firstorder logic for statistical relatio...
Xiaofeng Yu, Wai Lam