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NN
2006
Springer
15 years 6 months ago
Use of a neuro-variational inversion for retrieving oceanic and atmospheric constituents from satellite ocean colour sensor: App
This paper presents a new development of the NeuroVaria method. NeuroVaria computes relevant atmospheric and oceanic parameters by minimizing the difference between the observed s...
Julien Brajard, Cédric Jamet, Cyril Moulin,...
ICML
2005
IEEE
16 years 7 months ago
Optimizing abstaining classifiers using ROC analysis
Classifiers that refrain from classification in certain cases can significantly reduce the misclassification cost. However, the parameters for such abstaining classifiers are ofte...
Tadeusz Pietraszek
CEC
2007
IEEE
16 years 23 days ago
A novel genetic algorithm for the layout optimization problem
— In this paper we present a new algorithm for the Layout Optimization Problem: this concerns the placement of circular, weighted objects inside a circular container, the two obj...
Yichun Xu, Renbin Xiao, Martyn Amos
ICRA
2005
IEEE
101views Robotics» more  ICRA 2005»
16 years 1 days ago
Optimizing Leg Distribution Around the Body in Walking Robots
- Walking-robot technology has reached an advanced stage of development, as has already been demonstrated by a number of real applications. However, further improvement is still ne...
Pablo González de Santos, Joaquin Estremera...
WCE
2007
15 years 7 months ago
Neural Networks for Optimal Control of Aircraft Landing Systems
Abstract—In this work we present a variational formulation for a multilayer perceptron neural network. With this formulation any learning task for the neural network is defined ...
Kevin Lau, Roberto Lopez, Eugenio Oñate