4903 search results - page 293 / 981 » The Set Covering Machine |
166
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ICNC
2005
Springer
16 years 8 days ago
2005
Springer
In this paper, we propose a new machine learning approach based on AFS (Axiomatic Fuzzy Sets) fuzzy logic, in attempt to provide a better model with interpretability. First, we wil...
150
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ECML
1993
Springer
15 years 11 months ago
1993
Springer
This paper addresses the problem of classifying observations when features are context-sensitive, specifically when the testing set involves a context that is different from the t...
202
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FLAIRS
2008
15 years 9 months ago
2008
We introduce a method to deal with the problem of learning from imbalanced data sets, where examples of one class significantly outnumber examples of other classes. Our method sel...
157
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DAGSTUHL
2007
15 years 8 months ago
2007
We initiate the study of incentives in a general machine learning framework. We focus on a game-theoretic regression learning setting where private information is elicited from mu...
195
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JIPS
2010
15 years 1 months ago
2010
Test scenarios can be derived based on some system models for requirements validation purposes. Model-based test suite reduction aims to provide a smaller set of test scenarios whi...