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151
Voted
MLDM
2007
Springer
15 years 8 months ago
2007
Springer
Recursive Feature Elimination (RFE) combined with feature ranking is an effective technique for eliminating irrelevant features when the feature dimension is large, but it is diffi...
101
Voted
IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
Abstract— Artificial neural networks have proved an attractive approach to non-linear regression problems arising in environmental modelling, such as statistical downscaling, sh...
107
Voted
IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
—Event-related potentials (ERPs) recorded at the scalp are indicators of brain activity associated with eventrelated information processing; hence they may be suitable for the as...
114
Voted
IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
Location Awareness is key capability of Context-Aware Ubiquitous environments. Received Signal Strength (RSS) based localization is increasingly popular choice especially for in-bu...
112
click to vote
IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
Abstract— Over the years, many improvements and refinements of the backpropagation learning algorithm have been reported. In this paper, a new adaptive penalty-based learning ex...