3208 search results - page 301 / 642 » Methods and views |
155
Voted
IROS
2009
IEEE
16 years 27 days ago
2009
IEEE
—Current fully autonomous robots are unable to navigate effectively in visually complex environments due to limitations in sensing and cognition. Full teleoperation using current...
194
Voted
AUSDM
2008
Springer
15 years 8 months ago
2008
Springer
The area of imbalanced datasets is still relatively new, and it is known that the use of overall accuracy is not an appropriate evaluation measure for imbalanced datasets, because...
182
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APVIS
2004
15 years 7 months ago
2004
Early detection of problems within a code base can save much effort and associated cost as time progresses. One method of performing routine assessment of code with a view to pre-...
195
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JMLR
2012
13 years 8 months ago
2012
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...
201
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JMLR
2012
13 years 8 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...