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Full-Text Articles in Mathematics
Time Series Data Mining: A Retail Application Using Sas Enterprise Miner, Daniel Hebert
Time Series Data Mining: A Retail Application Using Sas Enterprise Miner, Daniel Hebert
Honors Projects in Mathematics
Modern technologies have allowed for the amassment of data at a rate never encountered before. Organizations are now able to routinely collect and process massive volumes of data. A plethora of regularly collected information can be ordered using an appropriate time interval. The data would thus be developed into a time series. With such data, analytical techniques can be employed to collect information pertaining to historical trends and seasonality. Time series data mining methodology allows users to identify commonalities between sets of time-ordered data. This technique is supported by a variety of algorithms, notably dynamic time warping (DTW). This mathematical …