795 search results - page 10 / 159 » Feature Selection for Inductive Generalization |
201
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CVPR
2005
IEEE
16 years 7 months ago
2005
IEEE
We develop an object classification method that can learn a novel class from a single training example. In this method, experience with already learned classes is used to facilita...
165
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ICCVW
1999
Springer
15 years 10 months ago
1999
Springer
Abstract. Popular algorithms for feature matching and model extraction fall into two broad categories, generate-and-test and Hough transform variations. However, both methods su er...
137
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SLSFS
2005
Springer
15 years 11 months ago
2005
Springer
We present a method which uses example pairs of equal or unequal class labels to select a subspace with near optimal metric properties in a kernel-induced Hilbert space. A represen...
186
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IEEEICCI
2002
IEEE
15 years 10 months ago
2002
IEEE
We present a model of creating a hierarchical set of rules that encode generalizations and exceptions derived from induction learning. The rules use the input features directly an...
131
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GMP
2006
IEEE
15 years 12 months ago
2006
IEEE
Proper treatment of selections is essential in parametric feature-based design. Data exchange is one of the most important operators in any design paradigm. In this paper we addre...