3716 search results - page 255 / 744 » On the monotonization of the training set |
167
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CORR
2002
Springer
15 years 6 months ago
2002
Springer
This paper addresses the problem of classifying observations when features are context-sensitive, especially when the testing set involves a context that is different from the tra...
191
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IVC
2008
15 years 6 months ago
2008
In this paper, we present a novel approach to classify texture collections. This approach does not require experts to provide annotated training set. Given the image collection, w...
189
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DIS
2010
Springer
15 years 5 months ago
2010
Springer
Quantitative structure-activity relationships (QSARs) are regression models relating chemical structure to biological activity. Such models allow to make predictions for toxicologi...
193
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EMNLP
2009
15 years 4 months ago
2009
This paper presents a new approach to selecting the initial seed set using stratified sampling strategy in bootstrapping-based semi-supervised learning for semantic relation class...
174
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ICONIP
2009
15 years 4 months ago
2009
In contrast to traditional machine learning algorithms, where all data are available in batch mode, the new paradigm of streaming data poses additional difficulties, since data sam...