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182
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JMLR
2008
15 years 6 months ago
2008
In this paper we introduce an improved implementation of locally weighted projection regression (LWPR), a supervised learning algorithm that is capable of handling high-dimensiona...
146
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JCP
2006
15 years 6 months ago
2006
Today's business climate requires to constantly evolve IT strategies for responding to new opportunities or threats. While the fundamentals of IT -- reliability, availability,...
153
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KI
2008
Springer
15 years 6 months ago
2008
Springer
A stereo vision based terrain traversability estimation method for offroad mobile robots is presented. The method models surrounding terrain using either sloped planes or a digital...
152
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JMLR
2006
15 years 6 months ago
2006
We show how the concave-convex procedure can be applied to transductive SVMs, which traditionally require solving a combinatorial search problem. This provides for the first time ...
164
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JSC
2006
15 years 6 months ago
2006
We describe a new software package, named SumCracker, for proving and finding identities involving symbolic sums and related objects. SumCracker is applicable to a wide range of e...