74 search results - page 12 / 15 » Ensembles of Multi-instance Learners |
AUSAI
2008
Springer
13 years 9 months ago
2008
Springer
Abstract. The much-publicized Netflix competition has put the spotlight on the application domain of collaborative filtering and has sparked interest in machine learning algorithms...
JAIR
2008
13 years 7 months ago
2008
In this paper, we show that a continuous spectrum of randomisation exists, in which most existing tree randomisations are only operating around the two ends of the spectrum. That ...
GECCO
2007
Springer
14 years 1 months ago
2007
Springer
We propose a method of knowledge reuse for an ensemble of genetic programming-based learners solving a visual learning task. First, we introduce a visual learning method that uses...
ICML
2004
IEEE
14 years 24 days ago
2004
IEEE
While there is a lot of empirical evidence showing that traditional rule learning approaches work well in practice, it is nearly impossible to derive analytical results about thei...
ICONIP
2010
2010
A New Framework for Small Sample Size Face Recognition Based on Weighted Multiple Decision Templates
13 years 5 months ago
In this paper a holistic method and a local method based on decision template ensemble are investigated. In addition by combining both methods, a new hybrid method for boosting the...