450 search results - page 49 / 90 » On-line support vector machines and optimization strategies |
126
Voted
GECCO
2005
Springer
15 years 6 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...
109
Voted
ROCAI
2004
Springer
15 years 6 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 ...
102
Voted
GECCO
2007
Springer
15 years 6 months 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...
85
Voted
SDM
2010
SIAM
15 years 2 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...
101
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SMC
2007
IEEE
15 years 6 months 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...