1413 search results - page 217 / 283 » A Theory for Memory-Based Learning |
150
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ML
2008
ACM
15 years 6 months ago
2008
ACM
Call-by-value languages commonly restrict recursive definitions by only allowing functions and syntactically explicit values in the right-hand sides. As a consequence, some very a...
175
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KAIS
2006
15 years 6 months ago
2006
Abstract. Many supervised machine learning tasks can be cast as multi-class classification problems. Support vector machines (SVMs) excel at binary classification problems, but the...
170
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SIAMCOMP
2008
15 years 6 months ago
2008
Abstract. The Perceptron algorithm, despite its simplicity, often performs well in online classification tasks. The Perceptron becomes especially effective when it is used in conju...
145
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RAS
2006
15 years 6 months ago
2006
Imitation in artificial systems involves a number of important aspects, such as extracting the relevant features of the demonstrated behaviour, inverse mapping observations, and e...
173
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JNCA
2007
15 years 6 months ago
2007
Anomaly detection holds great potential for detecting previously unknown attacks. In order to be effective in a practical environment, anomaly detection systems have to be capable...