409 search results - page 62 / 82 » Representation of Functional Data in Neural Networks |
109
Voted
IJCNN
2006
IEEE
15 years 4 months ago
2006
IEEE
— In this paper, we show that one-class SVMs can also utilize data covariance in a robust manner to improve performance. Furthermore, by constraining the desired kernel function ...
123
Voted
ANOR
2010
14 years 8 months ago
2010
Operations Research is probably one of the most successful fields of applied mathematics used in Economics, Physics, Chemistry, almost everywhere onehastoanalyzehugeamountsofdata.L...
IJCNN
2006
IEEE
15 years 4 months ago
2006
IEEE
— The number of XML documents produced and available on the Internet is steadily increasing. It is thus important to devise automatic procedures to extract useful information fro...
74
Voted
IROS
2008
IEEE
15 years 4 months ago
2008
IEEE
Abstract— We have experimented with different neural network based architectures for bio-inspired self-organizing texture and hardness perception systems. To this end we have dev...
IJCNN
2006
IEEE
15 years 4 months ago
2006
IEEE
— We consider the regression problem for financial time series. Typically, financial time series are non-stationary and volatile in nature. Because of its good generalization p...