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ICIC
2009
Springer
13 years 6 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 9 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
14 years 2 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
14 years 1 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 10 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