Identifying Suitability for Data Reduction in Imbalanced Time-Series Datasets

Occupancy detection for large buildings enables optimised control of indoor systems based on occupant presence, reducing the energy costs of heating and cooling. Through machine learning models, occupancy detection is achieved with an accuracy of over 95%. However, to achieve this, large amounts of...

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Bibliographic Details
Main Authors: Dominic Sanderson, Tatiana Kalganova
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:AI
Subjects:
Online Access:https://www.mdpi.com/2673-2688/6/5/98
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