ARTMAP-FD: Familiarity Discrimination Applied to Radar Target Recognition
Carpenter, Gail A.
Rubin, Mark A.
Streilein, William W.
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ARTMAP-FD extends fuzzy ARTMAP to perform familiarity discrimination. That is, the network learns to abstain from meaningless guesses on patterns not belonging to a class represented in the training set. ARTMAP-FD can also be applied in conjunction with sequential evidence accumulation. Its performance is illustrated here on simulated radar range profile data.
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