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Abstract:
The ARTMAP-FD neural network performs both identification
(placing test patterns in classes encountered during training) and
familiarity discrimination (judging whether a test pattern belongs
to any of the classes encountered during training). The performance
of ARTMAP-FD is tested on radar pulse data obtained in the field,
and compared to that of the nearest-neighbor-based NEN algorithm
and to a extension of NEN.
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