18451 search results - page 485 / 3691 » Selecting a Selection Procedure |
147
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ICANN
2007
Springer
16 years 29 days ago
2007
Springer
Support Vector Machines (SVMs) for classification tasks produce sparse models by maximizing the margin. Two limitations of this technique are considered in this work: firstly, th...
178
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ICIAR
2007
Springer
16 years 29 days ago
2007
Springer
This paper presents a closed edge detection method based on a level lines selection approach. The proposed method is based on an unsupervised probabilistic scheme using an a contra...
159
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IFSA
2007
Springer
16 years 29 days ago
2007
Springer
The use of unsupervised fuzzy learning methods produces a large number of alternative classifications. This paper presents and analyzes a series of criteria to select the most sui...
184
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MCS
2007
Springer
16 years 28 days ago
2007
Springer
Selecting the optimal number of features in a classifier ensemble normally requires a validation set or cross-validation techniques. In this paper, feature ranking is combined with...
163
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MICAI
2007
Springer
16 years 28 days ago
2007
Springer
A successful interpretation of data goes through discovering crucial relationships between variables. Such a task can be accomplished by a Bayesian network. The dark side is that, ...