Cargando…
Electricity Theft Detection in Smart Grids Using a Hybrid BiGRU–BiLSTM Model with Feature Engineering-Based Preprocessing
In this paper, a defused decision boundary which renders misclassification issues due to the presence of cross-pairs is investigated. Cross-pairs retain cumulative attributes of both classes and misguide the classifier due to the defused data samples’ nature. To tackle the problem of the defused dat...
Autores principales: | Munawar, Shoaib, Javaid, Nadeem, Khan, Zeshan Aslam, Chaudhary, Naveed Ishtiaq, Raja, Muhammad Asif Zahoor, Milyani, Ahmad H., Ahmed Azhari, Abdullah |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9609745/ https://www.ncbi.nlm.nih.gov/pubmed/36298168 http://dx.doi.org/10.3390/s22207818 |
Ejemplares similares
-
Simulation of Nanopore Sequencing Signals Based on BiGRU
por: Chen, Weigang, et al.
Publicado: (2020) -
Prediction of soil moisture using BiGRU-LSTM model with STL decomposition in Qinghai–Tibet Plateau
por: Zhao, Lufei, et al.
Publicado: (2023) -
Mine Gas Concentration Forecasting
Model Based on an Optimized BiGRU Network
por: Liang, Rong, et al.
Publicado: (2020) -
Network Intrusion Detection Technology Based on Convolutional Neural Network and BiGRU
por: Cao, Bo, et al.
Publicado: (2022) -
Multi-scale ResNet and BiGRU automatic sleep staging based on attention mechanism
por: Liu, Changyuan, et al.
Publicado: (2022)