Cluster analysis Cluster validity Clusterings Day clustering Dimensionality reduction External index Forecasting Information management Intelligent systems Internal index K-means clustering Learning systems Network-wide Pattern recognition Reduction Representative days Scalability Short term prediction clustering day clustering dimensionality reduction external indices internal indices network-wide prediction