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ECSQARU
2005
Springer
15 years 9 months ago
Probabilistic Graphical Models for the Diagnosis of Analog Electrical Circuits
We describe an algorithm to build a graphical model—more precisely: a join tree representation of a Markov network—for a steady state analog electrical circuit. This model can ...
Christian Borgelt, Rudolf Kruse
ECSQARU
2005
Springer
15 years 9 months 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
15 years 9 months 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
15 years 9 months 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
15 years 9 months 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