SST clustering for winter precipitation prediction in southeast of Iran: Comparison between modified K-means and genetic algorithm-based clustering methods.
Banafsheh ZahraieAbbas RoozbahaniPublished in: Expert Syst. Appl. (2011)
Keyphrases
- k means
- clustering algorithm
- clustering method
- data clustering
- cluster analysis
- hierarchical clustering
- prediction accuracy
- spectral clustering
- self organizing maps
- document clustering
- rough k means
- prediction model
- text clustering
- clustering approaches
- agglomerative hierarchical clustering
- kohonen self organizing maps
- cluster centers
- clustering framework
- unsupervised clustering
- constrained clustering
- genetic k means algorithm
- expectation maximization
- squared euclidean distance
- affinity propagation
- variable weighting
- fuzzy clustering algorithm
- unsupervised learning
- initial cluster centers
- partitional clustering
- long term
- classical clustering algorithms
- solar radiation
- fuzzy k means
- surface temperature
- data sets
- extreme values
- short term
- clustering result
- fuzzy c means
- prediction error
- prediction algorithm