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CTW
2006
107views more  CTW 2006»
14 years 9 months ago
Human computer interaction methods for electronic flight bag envisionment and design
This paper reports on the application of a range of human computer interaction (HCI) methods to the redesign of an electronic flight bag (EFB), as part of a commercial software dev...
Joan Cahill, Nick McDonald
ML
2002
ACM
133views Machine Learning» more  ML 2002»
14 years 9 months ago
Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates
For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...
Tom Bylander
ICANN
2007
Springer
15 years 3 months ago
Selection of Decision Stumps in Bagging Ensembles
Abstract. This article presents a comprehensive study of different ensemble pruning techniques applied to a bagging ensemble composed of decision stumps. Six different ensemble p...
Gonzalo Martínez-Muñoz, Daniel Hern&...
ISM
2008
IEEE
101views Multimedia» more  ISM 2008»
15 years 3 months ago
Photo Context as a Bag of Words
In the recent years, photo context metadata (e.g., date, GPS coordinates) have been proved to be useful in the management of personal photos. However, these metadata are still poo...
Windson Viana, Samira Hammiche, Marlène Vil...
ERCIMDL
2007
Springer
115views Education» more  ERCIMDL 2007»
15 years 3 months ago
The Semantic GrowBag Algorithm: Automatically Deriving Categorization Systems
Using keyword search to find relevant objects in digital libraries often results in way too large result sets. Based on the metadata associated with such objects, the faceted sear...
Jörg Diederich, Wolf-Tilo Balke