123 search results - page 17 / 25 » Multi-information Ensemble Diversity |
ICRA
2009
IEEE
14 years 3 months ago
2009
IEEE
—We present an application of machine learning to the semi-automatic synthesis of robust servo-trackers for underwater robotics. In particular, we investigate an approach based o...
OSDI
2006
ACM
14 years 8 months ago
2006
ACM
EnsemBlue is a distributed file system for personal multimedia that incorporates both general-purpose computers and consumer electronic devices (CEDs). EnsemBlue leverages the cap...
ICPR
2008
IEEE
14 years 2 months ago
2008
IEEE
On-line boosting is a recent advancement in the field of machine learning that has opened a new spectrum of possibilities in many diverse fields. With respect to a static strong...
IJCNN
2007
IEEE
14 years 2 months ago
2007
IEEE
— We present a methodology to analyze Multiple Classifiers Systems (MCS) performance, using the diversity concept. The goal is to define an alternative approach to the convention...
ICMLA
2008
13 years 10 months ago
2008
Using decision trees that split on randomly selected attributes is one way to increase the diversity within an ensemble of decision trees. Another approach increases diversity by ...