ARTMAP-FD: Familiarity Discrimination Applied to Radar Target Recognition

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ARTMAP-FD: Familiarity Discrimination Applied to Radar Target Recognition
Carpenter, Gail A.; Rubin, Mark A.; Streilein, William W.
URI: http://hdl.handle.net/2144/2331
Date: 1996-11

Abstract:

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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