1121 search results - page 82 / 225 » Machine learning in soil classification |
100
Voted
CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
We present a novel, generic image classification method based on a recent machine learning algorithm (ensembles of extremely randomized decision trees). Images are classified usin...
110
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ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
In high-dimensional classification problems it is infeasible to include enough training samples to cover the class regions densely. Irregularities in the resulting sparse sample d...
116
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CADE
2004
Springer
16 years 27 days ago
2004
Springer
Abstract. Classifying finite algebraic structures has been a major motivation behind much research in pure mathematics. Automated techniques have aided in this process, but this ha...
105
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JMLR
2002
15 years 8 days ago
2002
Approximate Bayesian Gaussian process (GP) classification techniques are powerful nonparametric learning methods, similar in appearance and performance to support vector machines....
111
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ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We introduce a new algorithm for binary classification in the selective sampling protocol. Our algorithm uses Regularized Least Squares (RLS) as base classifier, and for this reas...