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» Verification by Abstract Interpretation
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103
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ILP
2005
Springer
15 years 6 months ago
Guiding Inference Through Relational Reinforcement Learning
Abstract. Reasoning plays a central role in intelligent systems that operate in complex situations that involve time constraints. In this paper, we present the Adaptive Logic Inter...
Nima Asgharbeygi, Negin Nejati, Pat Langley, Sachi...
106
Voted
LPAR
2005
Springer
15 years 6 months ago
Towards Automated Proof Support for Probabilistic Distributed Systems
Abstract. The mechanisation of proofs for probabilistic systems is particularly challenging due to the verification of real-valued properties that probability entails: experience ...
Annabelle McIver, Tjark Weber
105
Voted
RSFDGRC
2005
Springer
122views Data Mining» more  RSFDGRC 2005»
15 years 6 months ago
Ordered Belief Fusion in Possibilistic Logic
Abstract. In this paper, we propose a logical framework for reasoning about uncertain belief fusion. The framework is a combination of multi-agent epistemic logic and possibilistic...
Churn-Jung Liau
110
Voted
SAS
2005
Springer
132views Formal Methods» more  SAS 2005»
15 years 6 months ago
Generation of Basic Semi-algebraic Invariants Using Convex Polyhedra
A technique for generating invariant polynomial inequalities of bounded degree is presented using the abstract interpretation framework. It is based on overapproximating basic semi...
Roberto Bagnara, Enric Rodríguez-Carbonell,...
117
Voted
UM
2005
Springer
15 years 6 months ago
Task-Oriented Web User Modeling for Recommendation
Abstract. We propose an approach for modeling the navigational behavior of Web users based on task-level patterns. The discovered “tasks” are characterized probabilistically as...
Xin Jin, Yanzan Zhou, Bamshad Mobasher