An Effective Adaptive Stacking Ensemble Algorithm for Electricity Theft Detection

2020 ◽

Author(s):

Cherifa Boucetta ◽

Olivier Flauzac ◽

Bachar Salim Haggar ◽

Abdel-Nassir Mahamat Nassour ◽

Florent Nolot

Keyword(s):

Smart Grid ◽

Grid Networks ◽

Electricity Theft

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Network anomaly detection based on selective ensemble algorithm

The Journal of Supercomputing ◽

10.1007/s11227-020-03374-z ◽

2020 ◽

Author(s):

Hongle Du ◽

Yan Zhang

Keyword(s):

Anomaly Detection ◽

Selective Ensemble ◽

Ensemble Algorithm ◽

Network Anomaly Detection

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Understanding Electricity-Theft Behavior via Multi-Source Data

Proceedings of The Web Conference 2020 ◽

10.1145/3366423.3380291 ◽

2020 ◽

Cited By ~ 1

Author(s):

Wenjie Hu ◽

Yang Yang ◽

Jianbo Wang ◽

Xuanwen Huang ◽

Ziqiang Cheng

Keyword(s):

Electricity Theft ◽

Source Data

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A Study on Electricity Theft Detection and Control in Smart Grid Systems

2020 IEEE International Conference on Communication, Networks and Satellite (Comnetsat) ◽

10.1109/comnetsat50391.2020.9328966 ◽

2020 ◽

Author(s):

Syeda Pealy ◽

Mohammad Abdul Matin

Keyword(s):

Smart Grid ◽

Grid Systems ◽

Electricity Theft ◽

And Control

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Identification of differential brain regions in MCI progression via clustering-evolutionary weighted SVM ensemble algorithm

Frontiers of Computer Science ◽

10.1007/s11704-020-9520-3 ◽

2021 ◽

Vol 15 (6) ◽

Author(s):

Xia-an Bi ◽

Yiming Xie ◽

Hao Wu ◽

Luyun Xu

Keyword(s):

Brain Regions ◽

Ensemble Algorithm

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An adaptive synthesis to handle imbalanced big data with deep siamese network for electricity theft detection in smart grids

Journal of Parallel and Distributed Computing ◽

10.1016/j.jpdc.2021.03.002 ◽

2021 ◽

Author(s):

Nadeem Javaid ◽

Naeem Jan ◽

Muhammad Umar Javed

Keyword(s):

Big Data ◽

Smart Grids ◽

Siamese Network ◽

Electricity Theft

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Electricity Theft Detection Base on Extreme Gradient Boosting in AMI

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2020.3048784 ◽

2021 ◽

pp. 1-1

Author(s):

Zhongzong Yan ◽

He Wen

Keyword(s):

Gradient Boosting ◽

Electricity Theft ◽

Extreme Gradient Boosting

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An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc42975.2020.9282837 ◽

2020 ◽

Author(s):

Hossein Mohammadi Rouzbahani ◽

Hadis Karimipour ◽

Lei Lei

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Network Model ◽

Neural Network Model ◽

Smart Grids ◽

Deep Convolutional Neural Network ◽

Electricity Theft

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An adaptive network based fuzzy inference system–genetic algorithm clustering ensemble algorithm for performance assessment and improvement of conventional power plants

Expert Systems with Applications ◽

10.1016/j.eswa.2010.08.010 ◽

2011 ◽

Vol 38 (3) ◽

pp. 2224-2234 ◽

Cited By ~ 26

Author(s):

A. Azadeh ◽

M. Saberi ◽

M. Anvari ◽

A. Azaron ◽

M. Mohammadi

Keyword(s):

Genetic Algorithm ◽

Performance Assessment ◽

Fuzzy Inference System ◽

Power Plants ◽

Fuzzy Inference ◽

Clustering Ensemble ◽

Adaptive Network ◽

Inference System ◽

Ensemble Algorithm

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Heterogeneous Classifier Dynamic Ensemble Algorithm based on Margin

Proceedings of the 3rd International Conference on Computer Science and Application Engineering - CSAE 2019 ◽

10.1145/3331453.3361320 ◽

2019 ◽

Author(s):

Guoming Sang ◽

Zhi Liu ◽

Xue Zhu

Keyword(s):

Ensemble Algorithm

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An Effective Adaptive Stacking Ensemble Algorithm for Electricity Theft Detection

Deployment of Electricity-theft Detection Infrastructure in Chadian Smart Grid Networks

Network anomaly detection based on selective ensemble algorithm

Understanding Electricity-Theft Behavior via Multi-Source Data

A Study on Electricity Theft Detection and Control in Smart Grid Systems

Identification of differential brain regions in MCI progression via clustering-evolutionary weighted SVM ensemble algorithm

An adaptive synthesis to handle imbalanced big data with deep siamese network for electricity theft detection in smart grids

Electricity Theft Detection Base on Extreme Gradient Boosting in AMI

An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids

An adaptive network based fuzzy inference system–genetic algorithm clustering ensemble algorithm for performance assessment and improvement of conventional power plants

Heterogeneous Classifier Dynamic Ensemble Algorithm based on Margin

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