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From
Room Occupancy Prediction: Exploring the Power of Machine Learning and Temporal Insights
Siqi Mao, Yaping Yuan, Yinpu Li, Ziren Wang, Yuanxin Yao, Yixin Kang
American Journal of Applied Mathematics and Statistics
.
2024
, 12(1), 1-9 doi:10.12691/ajams-12-1-1
Figure 1
. Flowchart of The Proposed Room Occupancy Prediction Framework
Full size figure and legend
Figure 2
. Average Impact (SHAP value) on model output for Random Forest
Full size figure and legend
Figure 3
. Flowchart of The Proposed Room Occupancy Prediction Framework
Full size figure and legend
Figure 4
. Time Series Plots for Selected Sensors
Full size figure and legend
Figure 5
. Time Series Plots for Selected Sensors
Full size figure and legend