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A comparative study of pairwise learning methods based on kernel ridge regression
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- Conference Paper
- C1
- open access
Optimizing the F-measure in multi-label classification : plug-in rule approach versus structured loss minimization
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BeneLearn 2012 : proceedings of the 21st Belgian-Dutch conference on machine learning
Bernard De Baets (UGent) , Bernard Manderick, Michaël Rademaker (UGent) and Willem Waegeman (UGent)(2012) -
- Journal Article
- A1
- open access
A kernel-based framework for learning graded relations from data
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- Conference Paper
- P1
- open access
An analysis of chaining in multi-label classification
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F-Measure maximization in topical classification
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- Conference Paper
- C1
- open access
Learning monadic and dyadic relations : three case studies in systems biology
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Conditional ranking algorithms for efficient object retrieval and object querying on relational data
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On label dependence and loss minimization in multi-label classification
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- Conference Paper
- C1
- open access
Label ranking with partial abstention based on thresholded probabilistic models