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137
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ICDM
2010
IEEE
15 years 2 months ago
2010
IEEE
Abstract--The Affinity Propagation (AP) clustering algorithm proposed by Frey and Dueck (2007) provides an understandable, nearly optimal summary of a data set. However, it suffers...
123
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ICDM
2010
IEEE
15 years 2 months ago
2010
IEEE
On large datasets, the popular training approach has been stochastic gradient descent (SGD). This paper proposes a modification of SGD, called averaged SGD with feedback (ASF), tha...
154
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ICPR
2010
IEEE
15 years 2 months ago
2010
IEEE
In recent years, fractal and multi-fractal analysis have been widely applied in many domains, especially in the field of image processing. In this direction we present in this pape...
173
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ICPR
2010
IEEE
15 years 2 months ago
2010
IEEE
For the 3D modeling of walking humans the determination of body pose and extraction of body parts, from the sensed 3D range data, are challenging image processing problems. Real b...
149
Voted
IPPS
2010
IEEE
15 years 2 months ago
2010
IEEE
Innovative scientific applications and emerging dense data sources are creating a data deluge for highend computing systems. Processing such large input data typically involves cop...