1034 search results - page 130 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
111
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COLT
2004
Springer
15 years 4 months ago
2004
Springer
We study the problem of classifying data in a given taxonomy when classifications associated with multiple and/or partial paths are allowed. We introduce an incremental algorithm u...
88
Voted
INFOCOM
2009
IEEE
15 years 7 months ago
2009
IEEE
Abstract—Modern military and civilian surveillance applications should provide end users with the high level representation of events observed by sensors rather than with the raw...
135
Voted
IJON
2006
15 years 15 days ago
2006
This paper proposes a novel method for blindly separating unobservable independent component (IC) signals based on the use of a genetic algorithm. It is intended for its applicati...
111
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GECCO
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. The performance of classification algorithms in machine learning is affected by the features used to describe the labeled examples presented to the inducers. Therefore,...
106
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ICPR
2004
IEEE
16 years 1 months ago
2004
IEEE
Particle filtering is an approach to Bayesian estimation of intractable posterior distributions from time series signals distributed by non-Gaussian noise. A couple of variant par...