1474 search results - page 151 / 295 » Using Machine Learning to Focus Iterative Optimization |
102
Voted
IJCNN
2006
IEEE
15 years 9 months ago
2006
IEEE
— Area Under the ROC Curve (AUC) is often used to evaluate ranking performance in binary classification problems. Several researchers have approached AUC optimization by approxi...
109
Voted
WEBI
2004
Springer
15 years 8 months ago
2004
Springer
In order to achieve optimal efficiency in a learning process, individual learner needs his/her own personalized assistance. For a web-based open and dynamic learning environment, ...
148
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MLMI
2005
Springer
15 years 8 months ago
2005
Springer
Acoustic events produced in meeting-room-like environments may carry information useful for perceptually aware interfaces. In this paper, we focus on the problem of combining diffe...
103
Voted
IJCNN
2007
IEEE
15 years 9 months ago
2007
IEEE
—The Support Vector Machine is a widely employed machine learning model due to its repeatedly demonstrated superior generalization performance. The Sequential Minimal Optimizatio...
143
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SIGIR
2012
ACM
13 years 5 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...