CLUSTERIZATION PROBLEM SOLUTION BY COMPETITIVE LEARNING FOR INCOMPLETE STATISTICAL DATA |
| 1 | |
| 2010 |
| scientific article | 004.93'14:004.853 | ||
| 220-225 | clusterization, competitive learning, missing values in statistical data |
| A review of modern methods to restore missing values in incomplete statistical data has been presented. A procedure
to combine statistical data clustering with the retrieval of missing values based on a modification of the Kohonen
network competitive learning algorithm has been proposed. The efficiency of the proposed procedure has
been demonstrated by solving a practical problem to determine individual target doses of radioiodine (131I) in the
treatment of diffuse toxic goiter. |
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