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COLT
2008
Springer
13 years 10 months ago
How Local Should a Learning Method Be?
We consider the question of why modern machine learning methods like support vector machines outperform earlier nonparametric techniques like kNN. Our approach investigates the lo...
Alon Zakai, Yaacov Ritov
ETRA
2008
ACM
120views Biometrics» more  ETRA 2008»
13 years 10 months ago
Eye movement prediction by Kalman filter with integrated linear horizontal oculomotor plant mechanical model
The goal of this paper is to predict future horizontal eye movement trajectories within a specified time interval. To achieve this goal a linear horizontal oculomotor plant mechan...
Oleg Komogortsev, Javed I. Khan
EUROSSC
2008
Springer
13 years 10 months ago
Gaussian Process Person Identifier Based on Simple Floor Sensors
Abstract. This paper describes methods and sensor technology used to identify persons from their walking characteristics. We use an array of simple binary switch floor sensors to d...
Jaakko Suutala, Kaori Fujinami, Juha Röning
BDA
2007
13 years 9 months ago
PeerSum: Summary Management in P2P Systems
Sharing huge, massively distributed databases in P2P systems is inherently difficult. As the amount of stored data increases, data localization techniques become no longer suffi...
Rabab Hayek, Guillaume Raschia, Patrick Valduriez,...
HCI
2007
13 years 9 months ago
Getting Lost? Touch and You Will Find! The User-Centered Design Process of a Touch Screen
Recent reforms in office concepts have led to new intensification strategies that aim at more flexibility and efficiency. Hot desking is one of these new working practices that red...
Bieke Zaman, Rogier Vermaut