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ICIC
2009
Springer
13 years 7 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...
IPPS
2006
IEEE
14 years 3 months ago
Parallel morphological processing of hyperspectral image data on heterogeneous networks of computers
Recent advances in space and computer technologies are revolutionizing the way remotely sensed data is collected, managed and interpreted. The development of efficient techniques ...
Antonio J. Plaza
CCR
2010
100views more  CCR 2010»
13 years 10 months ago
Towards understanding bugs in open source router software
Software errors and vulnerabilities in core Internet routers have led to several high-profile attacks on the Internet infrastructure and numerous outages. Building an understandin...
Zuoning Yin, Matthew Caesar, Yuanyuan Zhou
CANDT
2009
14 years 1 months ago
Toward an analytic framework for understanding and fostering peer-support communities in using and evolving software products
The fundamental challenge for social computing is to contribute to fostering communities in which humans can transcend the limitation of the unaided, individual human mind by help...
Andrew Gorman, Gerhard Fischer
MLMI
2005
Springer
14 years 3 months ago
Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding
Abstract. This paper presents a novel approach to the problem of estimating and tracking 3D locations of multiple targets in a scene using measurements gathered from multiple calib...
Cristian Canton-Ferrer, Josep R. Casas, A. Murat T...