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DEXA
2004
Springer
108views Database» more  DEXA 2004»
16 years 29 days ago
Identifying Audience Preferences in Legal and Social Domains
Reasoning in legal and social domains appears not to be well dealt with by deductive approaches. This is because such reasoning is open-endedly defeasible, and because the various ...
Paul E. Dunne, Trevor J. M. Bench-Capon
DSMML
2004
Springer
16 years 29 days ago
Can Gaussian Process Regression Be Made Robust Against Model Mismatch?
Learning curves for Gaussian process (GP) regression can be strongly affected by a mismatch between the ‘student’ model and the ‘teacher’ (true data generation process), e...
Peter Sollich
GECCO
2004
Springer
16 years 29 days ago
On Multi-class Classification by Way of Niching
In recent literature, the niche enabling effects of crowding and the sharing algorithms have been systematically investigated in the context of Genetic Algorithms and are now estab...
Andrew R. McIntyre, Malcolm I. Heywood
ICAISC
2004
Springer
16 years 28 days ago
Relevance LVQ versus SVM
Abstract. The support vector machine (SVM) constitutes one of the most successful current learning algorithms with excellent classification accuracy in large real-life problems an...
Barbara Hammer, Marc Strickert, Thomas Villmann
ISPA
2004
Springer
16 years 28 days ago
An Enhanced Message Exchange Mechanism in Cluster-Based Mobile Ad Hoc Networks
Abstract. In mobile ad hoc networks (MANETs), networks can be partitioned into clusters. Clustering algorithms are localized algorithms that have the property of creating an upper ...
Wei Lou, Jie Wu