120 search results - page 3 / 24 » Controlling overfitting with multi-objective support vector ... |
AUTOMATICA
2006
13 years 5 months ago
2006
In this paper, Receding Horizon Model Predictive Control (RHMPC) of nonlinear systems subject to input and state constraints is considered. We propose to estimate the terminal reg...
ISIWI
2000
13 years 6 months ago
2000
(Automatic) document classification is generally defined as content-based assignment of one or more predefined categories to documents. Usually, machine learning, statistical patt...
CDC
2009
IEEE
13 years 10 months ago
2009
IEEE
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...
CDC
2010
IEEE
13 years 8 days ago
2010
IEEE
In the identification of nonlinear dynamical models it may happen that not only the system dynamics have to be modeled but also the noise has a dynamic character. We show how to ad...
ESANN
2001
13 years 6 months ago
2001
Support Vector Machines are gaining more and more acceptance thanks to their success in many real