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IDA
2002
Springer
14 years 11 months ago
Boosting strategy for classification
This paper introduces a strategy for training ensemble classifiers by analysing boosting within margin theory. We present a bound on the generalisation error of ensembled classifi...
Huma Lodhi, Grigoris J. Karakoulas, John Shawe-Tay...
DAGM
2001
Springer
15 years 4 months ago
Normalization in Support Vector Machines
Arnulf B. A. Graf, Silvio Borer
NLPRS
2001
Springer
15 years 4 months ago
Relative Synonymy and Conceptual Vectors
Mathieu Lafourcade, Violaine Prince
VIS
2004
IEEE
140views Visualization» more  VIS 2004»
16 years 28 days ago
Vector Wavelet Thresholding for Vector Field Denoising
Noise reduction is an important preprocessing step for many visualization techniques that make use of feature extraction. We propose a method for denoising 2-D vector fields that ...
Michel A. Westenberg, Thomas Ertl
ICML
2005
IEEE
16 years 15 days ago
An efficient method for simplifying support vector machines
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
DucDung Nguyen, Tu Bao Ho