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cs.LG2009
An optimal linear separator for the Sonar Signals Classification task
Juan-Manuel Torres-Moreno, Mirta B. Gordon
The problem of classifying sonar signals from rocks and mines first studied by Gorman and Sejnowski has become a benchmark against which many learning algorithms have been tested.…
cs.AI2009
Adaptive Learning with Binary Neurons
Juan-Manuel Torres-Moreno, Mirta B. Gordon
A efficient incremental learning algorithm for classification tasks, called NetLines, well adapted for both binary and real-valued input patterns is presented. It generates small c…