Yanxia Sun

Phone+27 11 559 3715
Emailysunuj.acza
Websitehttps://www.uj.ac.za/members/professor-yanxia-sun

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Research activity per year

Research Interests

Evolutionary algorithms, Artificial intelligence, Power systems optimisation, Automation, and Nonlinear dynamics.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

SDG 3 Good Health and Well-being
SDG 4 Quality Education
SDG 6 Clean Water and Sanitation
SDG 7 Affordable and Clean Energy
SDG 8 Decent Work and Economic Growth
SDG 9 Industry, Innovation, and Infrastructure
SDG 10 Reduced Inequalities
SDG 11 Sustainable Cities and Communities
SDG 13 Climate Action
SDG 15 Life on Land
SDG 17 Partnerships for the Goals

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Dive into the research topics where Yanxia Sun is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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136 Article
86 Conference contribution
10 Review article
9 Conference article
More

A Concise Look at the Honey Badger Algorithm
Oladipo, S. & Sun, Y., Jan 2026, In: International Journal of Swarm Intelligence Research. 17, 1
Research output: Contribution to journal › Article › peer-review

Open Access
An enhanced particle swarm optimizer – LSTM model with adaptive variational mode decomposition for solar radiation forecasting
Abisoye, B. O., Sun, Y. & Zenghui, W., Jun 2026, In: Energy Reports. 15, 108960.
Research output: Contribution to journal › Article › peer-review

Open Access
GA-optimized deep learning intrusion detection framework with LIME explainability for IoT networks
Maseno, E. M., Sun, Y. & Wang, Z., Feb 2026, In: Evolutionary Intelligence. 19, 1, 23.
Research output: Contribution to journal › Article › peer-review

Open Access
Toward Generalization and Interpretable Deep Learning – based Intrusion Detection System for Heterogeneous Network Environments
Onuorah, M. O., Sun, Y. & Mashao, D., 2026, (Accepted/In press) In: IEEE Access.
Research output: Contribution to journal › Article › peer-review

Open Access
A Machine Learning Approach for Medium-Term Electrical Load Forecasting Using Hybrid Neuro-Fuzzy Modeling
Oladipo, S. & Sun, Y., 2025, Neural Computing for Advanced Applications - 6th International Conference, NCAA 2025, Proceedings. Zhang, H., Tsang, K. F., Wang, F. L., Hung, K., Hao, T., Wang, Z., Wu, Z. & Zhang, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 329-342 14 p. (Communications in Computer and Information Science; vol. 2665 CCIS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)

Study Findings from University of Johannesburg Provide New Insights into Engineering (Performance Analysis of Cost-Sensitive Oversampling Mechanisms for Credit Card Fraud Detection)
Sun, Y.
24/12/25
1 item of Media coverage
Press/Media
Researchers at University of Johannesburg Have Published New Study Findings on Civil Engineering (Application of soft computing techniques to load frequency control system of electric power systems: a brief survey)
Sun, Y.
10/12/25
1 item of Media coverage
Press/Media
Reports on Renewable Energy Findings from University of Johannesburg Provide New Insights (Game-theoretic Transactive Control Frameworks for Scalable and Privacy-preserving Energy Storage Management In Renewable-based Energy Communities)
Sun, Y. & Gbadega, P.
3/12/25
1 item of Media coverage
Press/Media
Research from Tianjin University of Science and Technology Yields New Findings on Microorganism Research (Temporal-Spatial Variations in Microbial Diversity and Community Composition in Surface Waters and Bottom Sediments of the Bohai Sea, China)
Sun, Y.
8/10/25
1 item of Media coverage
Press/Media
University of Johannesburg Researchers Publish New Data on Machine Learning (Enhanced credit risk prediction using deep learning and SMOTE-ENN resampling)
Sun, Y.
10/09/25
1 item of Media coverage
Press/Media

Prof Yanxia Sun

Personal profile

Research Interests

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

A Concise Look at the Honey Badger Algorithm

An enhanced particle swarm optimizer – LSTM model with adaptive variational mode decomposition for solar radiation forecasting

GA-optimized deep learning intrusion detection framework with LIME explainability for IoT networks

Toward Generalization and Interpretable Deep Learning – based Intrusion Detection System for Heterogeneous Network Environments

A Machine Learning Approach for Medium-Term Electrical Load Forecasting Using Hybrid Neuro-Fuzzy Modeling

Study Findings from University of Johannesburg Provide New Insights into Engineering (Performance Analysis of Cost-Sensitive Oversampling Mechanisms for Credit Card Fraud Detection)

Researchers at University of Johannesburg Have Published New Study Findings on Civil Engineering (Application of soft computing techniques to load frequency control system of electric power systems: a brief survey)

Reports on Renewable Energy Findings from University of Johannesburg Provide New Insights (Game-theoretic Transactive Control Frameworks for Scalable and Privacy-preserving Energy Storage Management In Renewable-based Energy Communities)

Research from Tianjin University of Science and Technology Yields New Findings on Microorganism Research (Temporal-Spatial Variations in Microbial Diversity and Community Composition in Surface Waters and Bottom Sediments of the Bohai Sea, China)

University of Johannesburg Researchers Publish New Data on Machine Learning (Enhanced credit risk prediction using deep learning and SMOTE-ENN resampling)

Prof Yanxia Sun

Personal profile

Research Interests

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Research output

Press/Media