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Suboptimal Sequential Decision Schemes With On-Line Feature Ordering
June 1974 (vol. 23 no. 6)
pp. 582-590
A.B. Shahidul Hussain, Bell-Northern Research Laboratory
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.
Index Terms:
Character recognition, contextual constraints, Munson's handprinted data, on-line feature ordering, pattern recognition, sequential decision schemes.
Citation:
A.B. Shahidul Hussain, R.W. Donaldson, "Suboptimal Sequential Decision Schemes With On-Line Feature Ordering," IEEE Transactions on Computers, vol. 23, no. 6, pp. 582-590, June 1974, doi:10.1109/T-C.1974.223998
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