From Coarse to Fine and Weak to Strong: The Impact of Scale Granularity and Rating Strength on the Ability of K-Means to Recover True Cluster Structure
The current research is undertaken to understand the degree to which K-means clustering is resilient to coarse scales and skewed distributions. Two empirical studies are conducted to evaluate how scale granularity and non-normal distributions impact cluster solutions. In both studies, important cons...
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| Format: | Others |
| Language: | English English |
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Florida State University
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| Online Access: | http://purl.flvc.org/fsu/fd/FSU_migr_etd-2904 |