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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
RTA
2010
Springer
15 years 10 months ago
Proving Productivity in Infinite Data Structures
For a general class of infinite data structures including streams, binary trees, and the combination of finite and infinite lists, we investigate a notion of productivity. This ...
Hans Zantema, Matthias Raffelsieper
AI50
2006
15 years 10 months ago
Computer-Supported Human-Human Multilingual Communication
Computers have become an essential part of modern life, providing services in a multiplicity of ways. Access to these services, however, comes at a price: human attention is bound...
Alex Waibel, Keni Bernardin, Matthias Wölfel
FGR
2004
IEEE
130views Biometrics» more  FGR 2004»
15 years 10 months ago
Sparse Models for Gender Classification
A class of sparse regularization functions are considered for the developing sparse classifiers for determining facial gender. The sparse classification method aims to both select...
Nicholas Costen, Martin Brown, Shigeru Akamatsu
FGR
2004
IEEE
169views Biometrics» more  FGR 2004»
15 years 10 months ago
Skin Detection using Neighborhood Information
Skin detection is employed in tasks like face detection and tracking, naked people detection, hand detection and tracking, people retrieval in databases and Internet, etc. However...
Javier Ruiz-del-Solar, Rodrigo Verschae