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ICML
1996
IEEE
16 years 5 months ago
Learning Relational Concepts with Decision Trees
In this paper, we describe two di erent learning tasks for relational structures. When learning a classi er for structures, the relational structures in the training sets are clas...
Peter Geibel, Fritz Wysotzki
COLT
2010
Springer
15 years 2 months ago
Regret Minimization With Concept Drift
In standard online learning, the goal of the learner is to maintain an average loss that is "not too big" compared to the loss of the best-performing function in a fixed...
Koby Crammer, Yishay Mansour, Eyal Even-Dar, Jenni...
ACSD
2003
IEEE
115views Hardware» more  ACSD 2003»
15 years 9 months ago
Component-Based Design: Towards Guided Composition
In this paper, we present a mathematical model for the composition of software components, at a semantic modelling level. We describe a mathematical concept of a single software c...
Sotiris Moschoyiannis, Michael W. Shields
JOT
2007
96views more  JOT 2007»
15 years 4 months ago
Aspect Composition in the Motorola Aspect-Oriented Modeling Weaver
One of the fundamental issues in Aspect-Oriented approaches is aspect-to-aspect interference, which occurs when multiple aspects are deployed jointly such that different compositi...
Jing Zhang, Thomas Cottenier, Aswin van den Berg, ...
SEMWEB
2009
Springer
15 years 11 months ago
CompositeMatch: Detecting N-ary Matches in Ontology Alignment
Abstract. The field of ontology alignment still contains numerous unresolved problems, one of which is the accurate identification of composite matches. In this work, we present ...
Kelly Moran, Kajal T. Claypool, Benjamin J. Hescot...