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103
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ICML
2003
IEEE
16 years 1 months ago
The Use of the Ambiguity Decomposition in Neural Network Ensemble Learning Methods
We analyze the formal grounding behind Negative Correlation (NC) Learning, an ensemble learning technique developed in the evolutionary computation literature. We show that by rem...
Gavin Brown, Jeremy L. Wyatt
94
Voted
HAIS
2009
Springer
15 years 3 months ago
A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection
Abstract. Cooperative Coevolution is a technique in the area of Evolutionary Computation. It has been applied to many combinatorial problems with great success. This contribution p...
Joaquín Derrac, Salvador García, Fra...
JUCS
2006
185views more  JUCS 2006»
15 years 14 days ago
The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States
We outline the Berlin Brain-Computer Interface (BBCI), a system which enables us to translate brain signals from movements or movement intentions into control commands. The main co...
Benjamin Blankertz, Guido Dornhege, Steven Lemm, M...
102
Voted
PERVASIVE
2006
Springer
15 years 14 days ago
Risks of Using AP Locations Discovered Through War Driving
Many pervasive-computing applications depend on knowledge of user location. Because most current location-sensing techniques work only either indoors or outdoors, researchers have ...
Minkyong Kim, Jeffrey J. Fielding, David Kotz
114
Voted
CCECE
2006
IEEE
15 years 6 months ago
Using Red-Eye to Improve Face Detection in Low Quality Video Images
This paper presents a method to improve face detection by locating eyes in an image using infrared (IR) light. IR light produces Red-Eye effect making the pupil to shine more tha...
Richard Youmaran, Andy Adler