1034 search results - page 156 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
116
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SIGIR
2012
ACM
13 years 2 months ago
2012
ACM
In this paper, we tackle the problem of top-N context-aware recommendation for implicit feedback scenarios. We frame this challenge as a ranking problem in collaborative filterin...
96
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MLDM
2005
Springer
15 years 6 months ago
2005
Springer
Assessing the similarity between objects is a prerequisite for many data mining techniques. This paper introduces a novel approach to learn distance functions that maximizes the c...
101
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KDD
2006
ACM
16 years 26 days ago
2006
ACM
Motivated by the problem of customer wallet estimation, we propose a new setting for multi-view regression, where we learn a completely unobserved target (in our case, customer wa...
133
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CVPR
2004
IEEE
16 years 2 months ago
2004
IEEE
This paper introduces BoostMap, a method that can significantly reduce retrieval time in image and video database systems that employ computationally expensive distance measures, ...
131
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IJRR
2010
14 years 7 months ago
2010
The ability to represent knowledge about space and its position therein is crucial for a mobile robot. To this end, topological and semantic descriptions are gaining popularity fo...