PARTIAL TRAINING METHOD FOR HEURISTIC ALGORITHM OF POSSIBLE CLUSTERIZATION UNDER UNKNOWN NUMBER OF CLASSES
A method for constructing a subset of labeled objects which is used in a heuristic algorithm of possible clusterization with partial training is proposed in the paper. The method is based on data preprocessing by the heuristic algorithm of possible clusterization using a transitive closure...
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| Main Author: | |
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| Format: | Article |
| Language: | Russian |
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Belarusian National Technical University
2009-10-01
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| Series: | Наука и техника |
| Online Access: | https://sat.bntu.by/jour/article/view/679 |
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| Summary: | A method for constructing a subset of labeled objects which is used in a heuristic algorithm of possible clusterization with partial training is proposed in the paper. The method is based on data preprocessing by the heuristic algorithm of possible clusterization using a transitive closure of a fuzzy tolerance. Method efficiency is demonstrated by way of an illustrative example. |
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| ISSN: | 2227-1031 2414-0392 |