Browsing by Author "Gözüyılmaz, Şeyma"
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Decomposing time series data via mixed integer programming
Gözüyılmaz, Şeyma (2020-01-13)Decomposing time series into seasonality, trend, and remainder reveals underlying insights to be used in forecasting and anomaly detection. Although there are several decomposition methods, no method guarantees all of the ... -
Mathematical optimization for time series decomposition
Gözüyılmaz, Şeyma; Kundakcıoğlu, Ömer Erhun (Springer, 2021-09)Decomposing time series into trend and seasonality components reveals insights used in forecasting and anomaly detection. This study proposes a mathematical optimization approach that addresses several data-related issues ...
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