1969 search results - page 143 / 394 » Fuzzy sets in machine learning and data mining |
162
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AAAI
2011
14 years 4 months ago
2011
A common approach in machine learning is to use a large amount of labeled data to train a model. Usually this model can then only be used to classify data in the same feature spac...
119
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PKDD
2009
Springer
15 years 10 months ago
2009
Springer
Most accurate predictions are typically obtained by learning machines with complex feature spaces (as e.g. induced by kernels). Unfortunately, such decision rules are hardly access...
121
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COLT
2006
Springer
15 years 8 months ago
2006
Springer
U-shaped learning is a learning behaviour in which the learner first learns a given target behaviour, then unlearns it and finally relearns it. Such a behaviour, observed by psych...
142
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ICML
2003
IEEE
16 years 5 months ago
2003
IEEE
This paper introduces an approach for identifying predictive structures in relational data using the multiple-instance framework. By a predictive structure, we mean a structure th...
182
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JAISE
2010
14 years 11 months ago
2010
Studying human activities has significant implication in human beneficial applications such as personal healthcare. This research has been facilitated by the development of sensor ...