Prof. Dr. Serkan BALLI

Institution

• Faculty: Bucak Faculty of Computer and Informatics, Department of Software Engineering
• University: Burdur Mehmet Akif Ersoy University
• Work Email: serkanballi@mehmetakif.edu.tr
• Email: serkanballi@gmail.com

Research Interests

• Artificial Intelligence
• Machine Learning
• Information Systems

Additional Research Areas

• Systems Engineering and DevOps
• Cybersecurity and Information Assurance
• Linux Systems and Open Source Technologies

Awards & Achievements

• Named among the “World’s Most Influential Scientists” by Stanford University and Elsevier (2023 & 2024)

Selected Publications

1. Ballı S. (2021). Data analysis of COVID-19 pandemic and short-term cumulative case forecasting using machine learning time series methods. Chaos, Solitons & Fractals.
2. Balli, S., Sağbaş, E. A., & Peker, M. (2019). Human activity recognition from smart watch sensor data using a hybrid of principal component analysis and random forest algorithm. Measurement and Control.
3. Sağbaş E. A. & Ballı S. (2024). Machine learning-based novel continuous authentication system using soft keyboard typing behavior and motion sensor data. _Neural Computing and Applications.
4. Sağbaş, E. A., Korukoglu, S., & Balli, S. (2020). Stress detection via keyboard typing behaviors by using smartphone sensors and machine learning techniques. Journal of Medical Systems.
5. Şahin, U., Ballı, S., & Chen, Y. (2021). Forecasting seasonal electricity generation in European countries under Covid-19-induced lockdown using fractional grey prediction models and machine learning methods. Applied Energy.