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Suboptimal Sequential Decision Schemes With On-Line Feature Ordering

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2 Author(s)
A. B. Shahidul Hussain ; Bell-Northern Research Laboratory ; R. W. Donaldson

Sequential decision algorithms with on-line feature ordering and a limited look-ahead approximation are considered. The algorithms can be used with or without contextual constraints for multicategory pattern recognition problems. Computational complexity due to on-line ordering of features is analyzed and related to system performance. Computer simulated results are obtained using a standard data set (Munson's multiauthor handprinted character files) and a careful test procedure.

Published in:

IEEE Transactions on Computers  (Volume:C-23 ,  Issue: 6 )