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TNN
2008
79views more  TNN 2008»
13 years 10 months ago
Performing Feature Selection With Multilayer Perceptrons
An experimental study on two decision issues for wrapper feature selection (FS) with multilayer perceptrons and the sequential backward selection (SBS) procedure is presented. The ...
Enrique Romero, Josep M. Sopena
EXPERT
2000
89views more  EXPERT 2000»
13 years 10 months ago
A Laboratory Course in Behavior-Based Robotics
The Behavior-Based Robotics course at Northwestern University is a project-oriented course that gives undergraduate and graduate students exposure to programming research-grade ro...
Ian Horswill
NN
2002
Springer
107views Neural Networks» more  NN 2002»
13 years 9 months ago
Equivariant nonstationary source separation
Most of source separation methods focus on stationary sources, so higher-order statistics is necessary for successful separation, unless sources are temporally correlated. For non...
Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari
IVA
2010
Springer
13 years 8 months ago
Using Artificial Team Members for Team Training in Virtual Environments
In a good team, members do not only perform their individual task, they also coordinate their actions with other members of the team. Developing such team skills usually involves e...
Jurriaan van Diggelen, Tijmen Muller, Karel van de...
SDM
2010
SIAM
181views Data Mining» more  SDM 2010»
13 years 8 months ago
Efficient Nonnegative Matrix Factorization with Random Projections
The recent years have witnessed a surge of interests in Nonnegative Matrix Factorization (NMF) in data mining and machine learning fields. Despite its elegant theory and empirical...
Fei Wang, Ping Li