Combining Advanced Feature-Selection Methods to Uncover Atypical Energy-Consumption Patterns

Combining Advanced Feature-Selection Methods to Uncover Atypical Energy-Consumption Patterns

Understanding household energy-consumption patterns is essential for developing effective energy-conservation strategies. This study aims to identify ‘out-profiled’ consumers—households that exhibit atypical energy-usage behaviors—by applying four distinct feature-selection methodologies. Specifical...

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Bibliographic Details
Main Authors: Lucas Henriques, Felipe Prata Lima, Cecilia Castro
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Future Internet
Subjects:
behavior analysis
consumption patterns
feature selection
fuzzy rough sets
random forest
Online Access:https://www.mdpi.com/1999-5903/16/7/229

Internet

https://www.mdpi.com/1999-5903/16/7/229

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