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ESANN
2006
15 years 8 months ago
Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
FIW
2003
120views Communications» more  FIW 2003»
15 years 8 months ago
A Policy Architecture for Enhancing and Controlling Features
Abstract. Features provide extensions to a basic service, but in new systems users require much greater flexibility oriented towards their needs. Traditional features do not easil...
Stephan Reiff-Marganiec, Kenneth J. Turner
WSCG
2004
148views more  WSCG 2004»
15 years 8 months ago
Visualization of Dynamic Behaviour of Multi-Agent Systems
The extension of our research on analysis of a single agent or agent communities combining advanced methods of visualization with traditional AI techniques is presented in this pa...
David Rehor, Pavel Slavík, David Kadlecek, ...
WEBNET
1997
15 years 7 months ago
Telemedicine: An Inquiry in the Economic and Social Dynamics of Communications Technologies in the Medical Field
The health care industry in the United States has been experiencing substantial and ever increasing cost pressures. At the same time, many forces are revolutionizing the way healt...
Francis Pereira, Elizabeth Fife, Antonio A. Schuh
GECCO
2008
Springer
130views Optimization» more  GECCO 2008»
15 years 7 months ago
VoIP speech quality estimation in a mixed context with genetic programming
Voice over IP (VoIP) speech quality estimation is crucial to providing optimal Quality of Service (QoS). This paper seeks to provide improved speech quality estimation models with...
Adil Raja, R. Muhammad Atif Azad, Colin Flanagan, ...