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87
Voted
IJCAI
2007
15 years 4 months ago
2007
A key issue in artificial intelligence lies in finding the amount of input detail needed to do successful learning. Too much detail causes overhead and makes learning prone to ove...
130
Voted
GISCIENCE
2008
Springer
15 years 3 months ago
2008
Springer
The discontinuities in boundaries and exteriors that regions with holes expose offer opportunities for inferences that are impossible for regions without holes. A systematic study ...
128
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
This paper introduces an approach for identifying predictive structures in relational data using the multiple-instance framework. By a predictive structure, we mean a structure th...
107
Voted
ICSM
2002
IEEE
15 years 7 months ago
2002
IEEE
The Object Relation Diagram (ORD) of a program is a class interdependence diagram which has applications in a wide variety of software engineering problems (e.g., integration test...
135
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COLT
1993
Springer
15 years 6 months ago
1993
Springer
In this paper we demonstrate how weighted majority voting with multiplicative weight updating can be applied to obtain robust algorithms for learning binary relations. We first pre...