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KER
2011
13 years 20 days 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
13 years 4 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
13 years 1 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
AI
2011
Springer
13 years 1 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
13 years 4 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