Leaderboards/Electricity Theft Detection Techniques

Electricity Theft Detection Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Wuxing Chen
Peng Cheng Laboratory
2
Junbo Jacob Lian
Zhejiang A & F University
3
Abdulrahman Takiddin
Florida A&M University - Florida State University College of Engineering
4
Thanasis Kotsiopoulos
Centre for Research and Technology Hellas
5
Tarid Wongvorachan
University of Saskatchewan
6
Zhongzong Yan
Hunan University
7
Asha RB
Unknown
8
Ruizhe Yao
Dalian University of Technology
9
Jibin B. Thomas
National Institute of Technology Calicut
10
Philipp Thölke
Université de Montréal

Rising Stars Papers

1
Parrot optimizer: Algorithm and applications to medical problems
Computers in Biology and Medicine|2024
425 cit.
2
A survey on imbalanced learning: latest research, applications and future directions
Artificial Intelligence Review|2024
391 cit.
3
The educational competition optimizer
International Journal of Systems Science|2024
111 cit.
4
A Generalizable Load Recognition Method in NILM Based on Transferable Random Forest
IEEE Transactions on Instrumentation and Measurement|2025
29 cit.
5
Adaptive Broad Network With Graph-Fuzzy Embedding for Imbalanced Noise Data
IEEE Transactions on Fuzzy Systems|2025
23 cit.
6
Spatio-temporal Graph-Based Generation and Detection of Adversarial False Data Injection Evasion Attacks in Smart Grids
IEEE Transactions on Artificial Intelligence|2024
16 cit.
7
Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms
Expert Systems with Applications|2024
15 cit.
8
Trend-Aware Mechanism for Metaheuristic Algorithms
Applied Soft Computing|2025
15 cit.
9
A Comparison of Bias Mitigation Techniques for Educational Classification Tasks Using Supervised Machine Learning
Information|2024
12 cit.
10
Caffeine induces age-dependent increases in brain complexity and criticality during sleep
Communications Biology|2025
9 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Felix Last
Intel (Germany)
2
Amanda H. Gonsalves
Manukau Institute of Technology
3
Jin Wei
Fudan University
4
Richard A. Bauder
Florida Atlantic University
5
Mohamed M. F. Darwish
Benha University
6
Kaixiang Yang
Zhejiang University
7
Meng Cheng
China Energy Engineering Corporation (China)
8
Xiatian Zhu
University of Surrey
9
Abdu Saif
Taiz University
10
Firuz Kamalov
Canadian University of Dubai

Emerging Leaders Papers

1
New Era of Artificial Intelligence in Education: Towards a Sustainable Multifaceted Revolution
Sustainability|2023
927 cit.
2
Financial Fraud Detection Based on Machine Learning: A Systematic Literature Review
Applied Sciences|2022
360 cit.
3
A theoretical distribution analysis of synthetic minority oversampling technique (SMOTE) for imbalanced learning
Machine Learning|2023
330 cit.
4
Effective IoT-based deep learning platform for online fault diagnosis of power transformers against cyberattacks and data uncertainties
Measurement|2022
170 cit.
5
Internet of Medical Things Privacy and Security: Challenges, Solutions, and Future Trends from a New Perspective
Sustainability|2023
140 cit.
6
Reliable Estimation for Health Index of Transformer Oil Based on Novel Combined Predictive Maintenance Techniques
IEEE Access|2022
87 cit.
7
Precise transformer fault diagnosis via random forest model enhanced by synthetic minority over-sampling technique
Electric Power Systems Research|2023
79 cit.
8
Stacked One-Class Broad Learning System for Intrusion Detection in Industry 4.0
IEEE Transactions on Industrial Informatics|2022
73 cit.
9
Feature Selection in Imbalanced Data
Annals of Data Science|2022
57 cit.
10
DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes Change
Unknown Journal|2023
51 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Taghi M. Khoshgoftaar
Florida Atlantic University
2
Francisco Herrera
Universidad de Granada
3
Maciej A. Mazurowski
Duke University
4
Jennifer Shang
University of Pittsburgh
5
Yijing Li
Peking University
6
Zhihua Zhou
Nanjing University
7
Nitesh V. Chawla
University of Notre Dame
8
Nathalie Japkowicz
American University
9
Zhao Yang Dong
Xi'an Jiaotong University
10
Xin Yao
Xichang University

Current Senior Leaders Papers

1
SMOTE: Synthetic Minority Over-sampling Technique
Journal of Artificial Intelligence Research|2002
31.2k cit.
2
A survey on Image Data Augmentation for Deep Learning
Journal Of Big Data|2019
12.4k cit.
3
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
Information Fusion|2019
9k cit.
4
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
Swarm and Evolutionary Computation|2011
5.4k cit.
5
Evolutionary programming made faster
IEEE Transactions on Evolutionary Computation|1999
3.9k cit.
6
A Survey of Collaborative Filtering Techniques
Advances in Artificial Intelligence|2009
3.6k cit.
7
The class imbalance problem: A systematic study1
Intelligent Data Analysis|2002
3.3k cit.
8
Science mapping software tools: Review, analysis, and cooperative study among tools
Journal of the American Society for Information Science and Technology|2011
3k cit.
9
Evolving artificial neural networks
Proceedings of the IEEE|1999
3k cit.
10
A systematic study of the class imbalance problem in convolutional neural networks
Neural Networks|2018
2.9k cit.

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