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» Experimenting with Nonmonotonic Reasoning
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92
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ECSQARU
2005
Springer
15 years 6 months ago
Default Clustering from Sparse Data Sets
Categorization with a very high missing data rate is seldom studied, especially from a non-probabilistic point of view. This paper proposes a new algorithm called default clusterin...
Julien Velcin, Jean-Gabriel Ganascia
ICCBR
2005
Springer
15 years 6 months ago
Evaluating Case-Based Systems in Virtual Games
TIELT is a software testbed that facilitates the integration and testing of learning-embedded decision systems on user-selected tasks from virtual gaming simulators. A key componen...
Keith Needels, Matthew Molineaux, David W. Aha
98
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SCAI
2008
15 years 2 months ago
CBR for Advice Giving in a Data-Intensive Environment
Reusing past experiences by reasoning from past cases poses particular problems when the input to case retrieval comes from large amounts of online data. Volve has developed a syst...
Agnar Aamodt
78
Voted
FLAIRS
2006
15 years 2 months ago
LARC: Learning to Assign Knowledge Roles to Textual Cases
In this paper, we present a learning framework for the semantic annotation of text documents that can be used as textual cases in case-based reasoning applications. The annotation...
Eni Mustafaraj, Martin Hoof, Bernd Freisleben
AAAI
2006
15 years 2 months ago
Learning of Agents with Limited Resources
In this paper we present our preliminary investigation of rational agents who can learn from their experience. We claim that such agents need to combine at least three attributes
Slawomir Nowaczyk