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ECML
2007
Springer
15 years 10 months ago
Seeing the Forest Through the Trees: Learning a Comprehensible Model from an Ensemble
Abstract. Ensemble methods are popular learning methods that usually increase the predictive accuracy of a classifier though at the cost of interpretability and insight in the deci...
Anneleen Van Assche, Hendrik Blockeel
CANDT
2009
15 years 10 months ago
Toward an analytic framework for understanding and fostering peer-support communities in using and evolving software products
The fundamental challenge for social computing is to contribute to fostering communities in which humans can transcend the limitation of the unaided, individual human mind by help...
Andrew Gorman, Gerhard Fischer
AUSAI
2006
Springer
15 years 10 months ago
A Flexible Framework for SharedPlans
Abstract. SharedPlans is an agent teamwork model that provides a formalization of the conditions under which a group of agents has a collaborative plan. This paper describes a gene...
Minh Hoai Nguyen, Wayne Wobcke
FGR
2004
IEEE
164views Biometrics» more  FGR 2004»
15 years 10 months ago
Real-Time Pointing Gesture Recognition for an Immersive Environment
We present an algorithm for the real-time detection and interpretation of pointing gestures, performed with one or both arms. The pointing gestures are used as an intuitive tracki...
Roland Kehl, Luc J. Van Gool
DIAL
2006
IEEE
129views Image Analysis» more  DIAL 2006»
15 years 10 months ago
Ink recognition based on statistical classification methods
Statistical classification methods can be applied on images of historical manuscript in order to characterize the various kinds of inks used. As these methods do not require destr...
Vasiliki Kokla, Alexandra Psarrou, Vassilis Konsta...