1854 search results - page 172 / 371 » On Kernel Methods for Relational Learning |
116
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CVPR
2010
IEEE
15 years 12 months ago
2010
IEEE
We propose a semi-supervised model which segments and annotates images using very few labeled images and a large unaligned text corpus to relate image regions to text labels. Give...
187
Voted
MICCAI
2000
Springer
15 years 7 months ago
2000
Springer
We present a novel approach to statistical shape analysis of anatomical structures based on small sample size learning techniques. The high complexity of shape models used in medic...
150
Voted
KDD
2008
ACM
16 years 4 months ago
2008
ACM
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
128
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ATAL
2008
Springer
15 years 5 months ago
2008
Springer
Recent work in transfer learning has succeeded in making reinforcement learning algorithms more efficient by incorporating knowledge from previous tasks. However, such methods typ...
178
Voted
IDA
2008
Springer
15 years 3 months ago
2008
Springer
Currently statistical and artificial neural network methods dominate in data mining applications. Alternative relational (symbolic) data mining methods have shown their effectivene...