1752 search results - page 119 / 351 » Support vector machine for functional data classification |
132
Voted
ICPR
2008
IEEE
15 years 9 months ago
2008
IEEE
With the increase of the training set’s size, the efficiency of support vector machine (SVM) classifier will be confined. To solve such a problem, a novel preextracting method f...
134
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ICIC
2005
Springer
15 years 8 months ago
2005
Springer
This paper proposes two methods which take advantage of k -mean clustering algorithm to decrease the number of support vectors (SVs) for the training of support vector machine (SVM...
178
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JMLR
2010
14 years 9 months ago
2010
In this paper, we propose a general framework for sparse semi-supervised learning, which concerns using a small portion of unlabeled data and a few labeled data to represent targe...
136
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IEAAIE
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. The aim of our research was to apply well-known data mining techniques (such as linear neural networks, multi-layered perceptrons, probabilistic neural networks, classifi...
113
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ICDAR
2003
IEEE
15 years 8 months ago
2003
IEEE
Diagrams are a critical part of virtually all scientific and technical documents. Analyzing diagrams will be important for building comprehensive document retrieval systems. This ...