AI Research and Application Center, Sakarya University of Applied Sciences, Sakarya, Türkiye.
I am currently serving as a Senior Researcher at the AI Research and Application Center within Sakarya University of Applied Sciences (SUBÜ), located in Sakarya, Turkey. Additionally, I hold the position of Associate Professor in the Faculty of Technology, specifically in the Department of Computer Engineering at SUBÜ.
Prior to my current roles, I earned a Bachelor of Science degree in Industrial Engineering from Istanbul Commerce University in 2010, followed by a Master of Science degree in Industrial Engineering from Istanbul University in 2013. Subsequently, from 2013 to 2019, I worked as a Research Assistant in the Industrial Engineering Department at Sakarya University, where I also completed my Ph.D. under the guidance of H. İbrahim Demir. My doctoral thesis focused on the integration of process planning, dynamic scheduling, and due date assignment functions in a job shop environment.
My research interests span several areas within the realm of computational sciences, including:
- data science and data mining,
- machine learning,
- operations research,
- meta-heuristic algorithms.
I am passionate about exploring innovative approaches and techniques to address complex challenges in these fields.
- Evaluation of Data Preprocessing and Feature Selection Process for Prediction of Hourly PM10 Concentration Using Long Short-Term Memory ModelsEnvironmental Pollution Oct 2022
- Genetic Algorithm-Based Hyperparameter Optimization of Deep Learning Models for PM2.5 Time-Series PredictionInt. J. Environ. Sci. Technol. Mar 2023
- A Modified Integer and Categorical PSO Algorithm for Solving Integrated Process Planning, Dynamic Scheduling and Due Date Assignment ProblemScientia Iranica Mar 2023
- Predicting next Hour Fine Particulate Matter (PM2.5) in the Istanbul Metropolitan City Using Deep Learning Algorithms with Time Windowing StrategyUrban Climate Mar 2023
- Ant Colony Optimization Application in Bottleneck Station SchedulingAdvanced Engineering Informatics Apr 2023
- A Hyper Parameterized Artificial Neural Network Approach for Prediction of the Factor of Safety against LiquefactionEngineering Geology Jun 2023
- Machine Learning Approaches for Prediction of Fine-Grained Soils LiquefactionComputers and Geotechnics Dec 2022