4080 search results - page 668 / 816 » The rebirth of neural networks |
156
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ISNN
2004
Springer
15 years 12 months ago
2004
Springer
Abstract. Principal Component Analysis (PCA) is a feature extraction approach directly based on a whole vector pattern and acquires a set of projections that can realize the best r...
182
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ISNN
2004
Springer
15 years 12 months ago
2004
Springer
In this paper, a kernel-based SOM-face method is proposed to recognize expression variant faces under the situation of only one training image per person. Based on the localization...
179
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PPSN
2004
Springer
15 years 12 months ago
2004
Springer
In this paper, we aim to design decision-making mechanisms for an autonomous robot equipped with simple sensors, which integrates over time its perceptual experience in order to in...
189
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SETN
2004
Springer
15 years 12 months ago
2004
Springer
Abstract. Single classifiers, such as Neural Networks, Support Vector Machines, Decision Trees and other, can be used to perform classification of data for relatively simple proble...
170
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ICDAR
2003
IEEE
15 years 11 months ago
2003
IEEE
Feature selection for ensembles has shown to be an effective strategy for ensemble creation. In this paper we present an ensemble feature selection approach based on a hierarchica...