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Efficient Time-Series Feature Extraction and Ensemble Learning for Appliance Categorization Using Smart Meter Data

Ugur Madran Saeed Mian Qaisar Duygu Soyoglu

Computer Modeling in Engineering & Sciences2025，Vol.145Issue(11)：P.1969-1992,24.

Computer Modeling in Engineering & Sciences2025，Vol.145Issue(11)：P.1969-1992,24.DOI:10.32604/cmes.2025.072024

Efficient Time-Series Feature Extraction and Ensemble Learning for Appliance Categorization Using Smart Meter Data

Ugur Madran ¹Saeed Mian Qaisar ¹Duygu Soyoglu¹

作者信息

1. College of Engineering and Technology,American University of the Middle East,Egaila,54200,Kuwait
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摘要

关键词

Appliances/power consumption/smart meter/pattern recognition/feature extraction/time series analysis/machine learning/classification

分类

信息技术与安全科学

引用本文复制引用

Ugur Madran,Saeed Mian Qaisar,Duygu Soyoglu..Efficient Time-Series Feature Extraction and Ensemble Learning for Appliance Categorization Using Smart Meter Data[J].Computer Modeling in Engineering & Sciences,2025,145(11):P.1969-1992,24.

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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