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ECSQARU
2005
Springer
16 years 29 days ago
Some Representation and Computational Issues in Social Choice
This paper briefly considers several research issues, some of which are on-going and some others are for further research. The starting point is that many AI topics, especially th...
Jérôme Lang
ECSQARU
2005
Springer
16 years 29 days ago
Type Uncertainty in Ontologically-Grounded Qualitative Probabilistic Matching
This paper is part of a project to match real-world descriptions of instances of objects to models of objects. We use a rich ontology to describe s and models at multiple levels of...
David Poole, Clinton Smyth
ICCBR
2005
Springer
16 years 28 days ago
Evaluation and Monitoring of the Air-Sea Interaction Using a CBR-Agents Approach
This paper presents a model constructed for the evaluation of the interaction of the atmosphere and the ocean. The work here presented focuses in the development of an agent based ...
Javier Bajo, Juan M. Corchado
ICCBR
2005
Springer
16 years 28 days ago
CBR for State Value Function Approximation in Reinforcement Learning
CBR is one of the techniques that can be applied to the task of approximating a function over high-dimensional, continuous spaces. In Reinforcement Learning systems a learning agen...
Thomas Gabel, Martin A. Riedmiller
ILP
2005
Springer
16 years 28 days ago
Generalization Behaviour of Alkemic Decision Trees
Abstract. This paper is concerned with generalization issues for a decision tree learner for structured data called Alkemy. Motivated by error bounds established in statistical lea...
Kee Siong Ng