Events The 6th International Electronic Conference on Applied Sciences

Event submissions

Published

This submission belongs to the session S6. Energy, Environmental and Earth Science of the event The 6th International Electronic Conference on Applied Sciences

Published date

03 Dec, 2025

Academic Editor

Simeone Chianese

Citation

Yellapragada Venkata Pavan Kumar, Yamini Kodali, Kasaraneni Purna Prakash, Effective Outlier Detection in Smart Home Energy Consumption Using Integrated Change Point Detection and Unsupervised Learning, in Proceedings of The 6th International Electronic Conference on Applied Sciences, 9 December–11 December 2025, MDPI: Basel, Switzerland

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Effective Outlier Detection in Smart Home Energy Consumption Using Integrated Change Point Detection and Unsupervised Learning

Yamini Kodali ¹

Kasaraneni Purna Prakash ²

Yellapragada Venkata Pavan Kumar ³

1. School of Computer Science and Engineering, VIT-AP University, Amaravati 522241, Andhra Pradesh, India

2. Department of Computer Science and Engineering, Siddhartha Academy of Higher Education, Kanuru 520007, Andhra Pradesh, India

3. School of Electronics Engineering, VIT-AP University, Amaravati 522241, Andhra Pradesh, India

Abstract

Keywords

Change Point Detection

Data Anomalies

Energy Consumption

Machine Learning

Outliers

Smart Homes

Oral Presentation

sciforum-141453_Presentation.pdf

Poster

sciforum-141453_Poster.pdf