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ICIC
2009
Springer
13 years 3 months ago
Towards a Better Understanding of Random Forests through the Study of Strength and Correlation
In this paper we present a study on the Random Forest (RF) family of ensemble methods. From our point of view, a "classical" RF induction process presents two main drawba...
Simon Bernard, Laurent Heutte, Sébastien Ad...
CVPR
1999
IEEE
14 years 6 months ago
Algebraic Curves That Work Better
An algebraic curve is defined as the zero set of a polynomial in two variables. Algebraic curves are practical for modeling shapes much more complicated than conics or su...
David B. Cooper, Jean-Philippe Tarel, Tolga Tasdiz...
GLOBECOM
2006
IEEE
13 years 12 months ago
A Proactive Scheme for QoS Enhanced Alternate Path Discovery in a Super-Peer Architecture
- In the next generation Internet, the network should evolve from a plain communication medium into an endless source of services available to the end-systems. We name these servic...
Thierry Rakotoarivelo, Patrick Sénac, Aruna...
EUC
2005
Springer
13 years 11 months ago
Baton: A Service Management System for Coordinating Smart Things in Smart Spaces
Smart spaces are open complex computing systems, consisting of a large variety of cooperative smart things. Central to building smart spaces is the support for sophisticated coordi...
Jingyu Li, Yuanchun Shi
AIIDE
2008
13 years 8 months ago
Direction Maps for Cooperative Pathfinding
Cooperative behavior is a desired trait in many fields from computer games to robotics. Yet, achieving cooperative behavior is often difficult, as maintaining shared information a...
M. Renee Jansen, Nathan R. Sturtevant