Electricity theft detection in low-voltage stations based on similarity measure and DT-KSVM

A practical feature-engineering framework for electricity theft detection in smart grids

(2019) Rouzbeh Razavi et al.   APPLIED ENERGY

A novel approach to detection and prevention of electricity pilferage over power distribution network

(2019) Majid Aryanezhad   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Learning imbalanced datasets based on SMOTE and Gaussian distribution

(2019) Tingting Pan et al.   INFORMATION SCIENCES

Energy governance in the context of energy service security: A qualitative assessment of the electricity system in Bangladesh

(2018) Rafia Zaman et al.   APPLIED ENERGY

Wide and Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids

(2018) Zibin Zheng et al.   IEEE Transactions on Industrial Informatics

Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE

(2018) Georgios Douzas et al.   INFORMATION SCIENCES

Clustering-based novelty detection for identification of non-technical losses

(2018) Joaquim L. Viegas et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Generative adversarial networks for reconstructing natural images from brain activity

(2018) K. Seeliger et al.   NEUROIMAGE

Residential electricity consumption behavior: Influencing factors, related theories and intervention strategies

(2018) Zhifeng Guo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Efficient and Private Scoring of Decision Trees, Support Vector Machines and Logistic Regression Models based on Pre-Computation

(2017) Martine De Cock et al.   IEEE Transactions on Dependable and Secure Computing

Solutions for detection of non-technical losses in the electricity grid: A review

(2017) Joaquim L. Viegas et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

The determinants of electricity theft: An empirical analysis of Indian states

(2016) Vasundhara Gaur et al.   ENERGY POLICY

Decision Tree and SVM-Based Data Analytics for Theft Detection in Smart Grid

(2016) Anish Jindal et al.   IEEE Transactions on Industrial Informatics

Spatial-Temporal Estimation for Nontechnical Losses

(2016) Lucas Teles Faria et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Electricity Theft Detection in AMI Using Customers’ Consumption Patterns

(2016) Paria Jokar et al.   IEEE Transactions on Smart Grid

Detection and Identification of Abnormalities in Customer Consumptions in Power Distribution Systems

(2011) Eduardo Werley S. Angelos et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Nontechnical Loss Detection for Metered Customers in Power Utility Using Support Vector Machines

(2009) Jawad Nagi et al.   IEEE TRANSACTIONS ON POWER DELIVERY