801 search results - page 101 / 161 » The Inefficiency of Batch Training for Large Training Sets |
ICDM
2008
IEEE
14 years 3 months ago
2008
IEEE
Most existing model-based approaches to anomaly detection construct a profile of normal instances, then identify instances that do not conform to the normal profile as anomalies...
GECCO
2003
Springer
14 years 2 months ago
2003
Springer
Many evolutionary computation search spaces require fitness assessment through the sampling of and generalization over a large set of possible cases as input. Such spaces seem par...
ICAISC
2010
Springer
13 years 9 months ago
2010
Springer
Attempts to extract logical rules from data often lead to large sets of classification rules that need to be pruned. Training two classifiers, the C4.5 decision tree and the Non-Ne...
TASLP
2008
13 years 8 months ago
2008
We present a computer audition system that can both annotate novel audio tracks with semantically meaningful words and retrieve relevant tracks from a database of unlabeled audio c...
PAMI
1998
13 years 8 months ago
1998
—Deformable models have recently been proposed for many pattern recognition applications due to their ability to handle large shape variations.These proposed approaches represent...