182
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AAAI
15 years 6 months ago
2010 
Data sparsity is a major problem for collaborative filtering (CF) techniques in recommender systems, especially for new users and items. We observe that, while our target data are...
188
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AAAI
15 years 6 months ago
2010 
We present a method for unsupervised learning of event classes from videos in which multiple actions might occur simultaneously. It is assumed that all such activities are produce...
115
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AAAI
15 years 6 months ago
2010
In a previous paper, Liu argued for the importance of establishing a precise theoretical foundation for program debugging from first principles. In this paper, we present a first ...
154
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AAAI
15 years 6 months ago
2010 
Spectral feature selection identifies relevant features by measuring their capability of preserving sample similarity. It provides a powerful framework for both supervised and uns...
179
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AAAI
15 years 6 months ago
2010 
People tracking is a key technology for autonomous systems, intelligent cars and social robots operating in populated environments. What makes the task difficult is that the appea...
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Intelligent Agents