2683 search results - page 179 / 537 » Machine learning problems from optimization perspective |
110
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
A new procedure for learning cost-sensitive SVM classifiers is proposed. The SVM hinge loss is extended to the cost sensitive setting, and the cost-sensitive SVM is derived as the...
129
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ECML
2005
Springer
15 years 8 months ago
2005
Springer
Constraint programming is rapidly becoming the technology of choice for modelling and solving complex combinatorial problems. However, users of this technology need significant ex...
106
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ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
To address the problem of algorithm selection for the classification task, we equip a relational case base with new similarity measures that are able to cope with multirelational ...
119
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
Knowledge-based planning methods offer benefits over classical techniques, but they are time consuming and costly to construct. There has been research on learning plan knowledge ...
123
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ML
2002
ACM
15 years 2 months ago
2002
ACM
An issue that is critical for the application of Markov decision processes MDPs to realistic problems is how the complexity of planning scales with the size of the MDP. In stochas...