Improved K-means Clustering Algorithm based on Genetic Algorithm
Through comparison and analysis of clustering algorithms, this paper presents an improved K-means clustering algorithm. Using genetic algorithm to select the initial cluster centers, using Z-score to standardize data, and take a new method to evaluate cluster centers, all this reduce the affect of i...
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| Format: | EJournal Article |
| Published: |
Institute of Advanced Engineering and Science,
2014-03-01.
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| Online Access: | Get fulltext |
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| Call Number: |
A1234.567 |
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| Copy 1 | Available |