2825 search results - page 299 / 565 » Robust Feature Selection Algorithms |
169
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ICRA
2010
IEEE
15 years 5 months ago
2010
IEEE
— We aim to perform robust and fast vision-based localization using a pre-existing large map of the scene. A key step in localization is associating the features extracted from t...
159
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ALT
2006
Springer
16 years 3 months ago
2006
Springer
Abstract. We propose a method of unsupervised learning from stationary, vector-valued processes. A low-dimensional subspace is selected on the basis of a criterion which rewards da...
152
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SYNASC
2005
IEEE
16 years 7 days ago
2005
IEEE
— A framework that describes the evolution of P systems with bounded parallelism is defined by introducing basic formal features that can be then integrated into a structural op...
179
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PKDD
2000
Springer
15 years 10 months ago
2000
Springer
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...
172
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NIPS
2003
15 years 8 months ago
2003
The standard 2-norm SVM is known for its good performance in twoclass classi£cation. In this paper, we consider the 1-norm SVM. We argue that the 1-norm SVM may have some advanta...