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Advances in Self-Organizing Maps

✍ Scribed by Marie Cottrell; Michel Verleysen


Publisher
Elsevier Science
Year
2006
Tongue
English
Weight
84 KB
Volume
19
Category
Article
ISSN
0893-6080

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Meteorological data analysis using self-
✍ Tatiana Tambouratzis; George Tambouratzis πŸ“‚ Article πŸ“… 2008 πŸ› John Wiley and Sons 🌐 English βš– 573 KB

A data analysis task is described, which is focused on the clustering of high-dimensional meteorological data collected long term (more than 43 years) at 128 weather stations in Greece. The proposed hybrid method combines (a) the assignment of the stations to two-dimensional grids of nodes via self-