1215 search results - page 60 / 243 » Dimensions of machine learning in design |
161
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KDD
2004
ACM
15 years 11 months ago
2004
ACM
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...
171
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DSMML
2004
Springer
15 years 11 months ago
2004
Springer
Learning curves for Gaussian process (GP) regression can be strongly affected by a mismatch between the ‘student’ model and the ‘teacher’ (true data generation process), e...
146
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ICALT
2009
IEEE
15 years 3 months ago
2009
IEEE
This paper introduces a Web-based tool that has been developed to facilitate learning object annotation in agricultural learning repositories with IEEE LOM-compliant metadata. Mor...
146
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ICML
2008
IEEE
16 years 6 months ago
2008
IEEE
Semi-supervised learning aims at taking advantage of unlabeled data to improve the efficiency of supervised learning procedures. For discriminative models however, this is a chall...
137
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ICALT
2009
IEEE
16 years 24 days ago
2009
IEEE
This paper reports developments on a best description template for teaching methods, whose descriptive elements will eventually be mapped to the elements of the IMS Learning Desig...