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ICML
2004
IEEE
16 years 7 months ago
Ensemble selection from libraries of models
We present a method for constructing ensembles from libraries of thousands of models. Model libraries are generated using different learning algorithms and parameter settings. For...
Rich Caruana, Alexandru Niculescu-Mizil, Geoff Cre...
ML
2008
ACM
150views Machine Learning» more  ML 2008»
15 years 6 months ago
Learning probabilistic logic models from probabilistic examples
Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
Jianzhong Chen, Stephen Muggleton, José Car...
ICWE
2009
Springer
16 years 1 months ago
MagicUWE - A CASE Tool Plugin for Modeling Web Applications
Adequate tool support is a crucial factor of success for a software development method or technique. In this paper, we present the MagicUWE tool, that supports systematic design of...
Marianne Busch, Nora Koch
WISE
2000
Springer
15 years 11 months ago
A Model for Evaluating Materialized View Maintenance Algorithms
Many algorithms have been proposed in the area of materialized view maintenance. They provide different capabilities and features, and have different complexity in their implement...
Tok Wang Ling, Eng Koon Sze
ALIFE
2010
15 years 5 months ago
Modeling Social Learning of Language and Skills
We present a model of social learning of both language and skills, while assuming—insofar as possible—strict autonomy, virtual embodiment, and situatedness. This model is built...
Paul Vogt, Evert Haasdijk