Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model

Shoaib Munawar; Muhammad Asif; Beenish Kabir; Pamir; Ashraf Ullah; Nadeem Javaid

doi:10.1007/978-3-030-79725-6_29

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Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model

Shoaib Munawar Muhammad Asif Beenish Kabir Pamir Ashraf Ullah Nadeem Javaid

Year: 2021 Lecture notes in networks and systems Pages: 297-308 Publisher: Springer International Publishing

DOI: 10.1007/978-3-030-79725-6_29

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Keywords:

Class (philosophy) Boundary (topology) Decision boundary Affine transformation Sample (material) Computer science Artificial intelligence Data mining Pattern recognition (psychology) Mathematics Support vector machine

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Electricity Theft Detection Techniques

Physical Sciences → Engineering → Electrical and Electronic Engineering

Imbalanced Data Classification Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Water Systems and Optimization

Physical Sciences → Engineering → Civil and Structural Engineering

Electricity Theft Detection in Smart Meters Using a Hybrid Bi-directional GRU Bi-directional LSTM Model

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Electricity Theft Detection System for Smart Metering Application Using Bi-LSTM