Publications: Decomposition

SD-HOC: Seasonal Decomposition Algorithm for Mining Lagged Time Series

Mining time series data is a difficult process due to the lag factor and different time of data arrival. In this paper, we present Seasonal Decomposition for Human Occupancy Counting (SD-HOC), a c

A Scalable Room Occupancy Prediction with Transferable Time SeriesDecomposition of CO\(_\mbox2\) Sensor Data

Human occupancy counting is crucial for both space utilisation and building energy optimisation. In the current article, we present a semi-supervised domain adaptation method for carbon dioxide - H

© 2021 Flora Salim - CRUISE Research Group.