1863 search results - page 195 / 373 » A supervised learning approach for imbalanced data sets |
181
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ICDM
2008
IEEE
16 years 28 days ago
2008
IEEE
In this work, we study the problem of within-network relational learning and inference, where models are learned on a partially labeled relational dataset and then are applied to ...
177
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ICONIP
2010
15 years 5 months ago
2010
Abstract. In this paper, we propose a novel approach for adaptive control of robotic manipulators. Our approach uses a representation of inverse dynamics models learned from a vari...
190
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CORR
2011
Springer
14 years 10 months ago
2011
Springer
We study decision making in environments where the reward is only partially observed, but can be modeled as a function of an action and an observed context. This setting, known as...
171
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CVPR
2008
IEEE
16 years 29 days ago
2008
IEEE
Spatial pyramid matching (SPM) is a simple yet effective approach to compute similarity between images. Similarity kernels at different regions and scales are usually fused by som...
174
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ACL
2010
15 years 4 months ago
2010
Existing works on sentiment analysis on product reviews suffer from the following limitations: (1) The knowledge of hierarchical relationships of products attributes is not fully ...