450 search results - page 49 / 90 » On-line support vector machines and optimization strategies |
189
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GECCO
2005
Springer
15 years 11 months ago
2005
Springer
Serum profiling using mass spectrometry is an emerging technology with a great potential to provide biomarkers for complex diseases such as cancer. However, protein profiles obtai...
174
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ROCAI
2004
Springer
15 years 11 months ago
2004
Springer
For many years now, there is a growing interest around ROC curve for characterizing machine learning performances. This is particularly due to the fact that in real-world problems ...
157
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GECCO
2007
Springer
16 years 8 days ago
2007
Springer
Real life optimization problems often require finding optimal solution to complex high dimensional, multimodal problems involving computationally very expensive fitness function e...
134
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SDM
2010
SIAM
15 years 7 months ago
2010
SIAM
The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
157
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SMC
2007
IEEE
16 years 12 days ago
2007
IEEE
—We carried out a series of experiments on text classification using multi-word features. An automated method was proposed to extract the multi-words from text data set and two d...