2683 search results - page 423 / 537 » Machine learning problems from optimization perspective |
157
Voted
KDD
2004
ACM
15 years 7 months ago
2004
ACM
Using SQL has not been considered an efficient and feasible way to implement data mining algorithms. Although this is true for many data mining, machine learning and statistical a...
79
Voted
GECCO
2006
Springer
15 years 6 months ago
2006
Springer
Automatically assessing the value of bioavailability from the chemical structure of a molecule is a very important issue in biomedicine and pharmacology. In this paper, we present...
187
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CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
Metric learning is a fundamental problem in computer vision. Different features and algorithms may tackle a problem from different angles, and thus often provide complementary inf...
128
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KDD
2007
ACM
16 years 2 months ago
2007
ACM
Accurate localization of mobile objects is a major research problem in sensor networks and an important data mining application. Specifically, the localization problem is to deter...
121
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AAAI
2007
15 years 4 months ago
2007
Much of artificial intelligence research is focused on devising optimal solutions for challenging and well-defined but highly constrained problems. However, as we begin creating...