2712 search results - page 129 / 543 » On learning algorithm selection for classification |
134
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ICDAR
2009
IEEE
15 years 9 months ago
2009
IEEE
The problem of determining the appropriate number of components is important in finite mixture modeling for pattern classification. This paper considers the application of an unsu...
125
Voted
EUROPAR
2007
Springer
15 years 8 months ago
2007
Springer
In this paper we describe the parallelization of two nearest neighbour classification algorithms. Nearest neighbour methods are well-known machine learning techniques. They have be...
119
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BMCBI
2008
15 years 2 months ago
2008
Background: Predicting a protein's structural or functional class from its amino acid sequence or structure is a fundamental problem in computational biology. Recently, there...
108
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WWW
2007
ACM
16 years 3 months ago
2007
ACM
The Biased Minimax Probability Machine (BMPM) constructs a classifier which deals with the imbalanced learning tasks. In this paper, we propose a Second Order Cone Programming (SO...
112
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CCR
2006
15 years 2 months ago
2006
The early detection of applications associated with TCP flows is an essential step for network security and traffic engineering. The classic way to identify flows, i.e. looking at...