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KER
2011
14 years 6 months ago
Data mining: past, present and future
Data mining has become a well established discipline within the domain of Artificial Intelligence (AI) and Knowledge Engineering (KE). It has its roots in machine learning and st...
Frans Coenen
AI
2011
Springer
14 years 10 months ago
Instantiating abstract argumentation with classical logic arguments: Postulates and properties
ating Abstract Argumentation with Classical Logic Arguments: Postulates and Properties Nikos Gorogiannisa , Anthony Hunterb,∗ aDepartment of Computer Science, Queen Mary, Univers...
Nikos Gorogiannis, Anthony Hunter
AI
2011
Springer
14 years 6 months ago
Parallelizing a Convergent Approximate Inference Method
Probabilistic inference in graphical models is a prevalent task in statistics and artificial intelligence. The ability to perform this inference task efficiently is critical in l...
Ming Su, Elizabeth Thompson
171
Voted
AI
2011
Springer
14 years 6 months ago
Decentralized MDPs with sparse interactions
In this work, we explore how local interactions can simplify the process of decision-making in multiagent systems, particularly in multirobot problems. We review a recent decision-...
Francisco S. Melo, Manuela M. Veloso
AI
2011
Springer
14 years 10 months ago
First-order logical filtering
Logical filtering is the process of updating a belief state (set of possible world states) after a sequence of executed actions and perceived observations. In general, it is intr...
Afsaneh Shirazi, Eyal Amir