Supervising Master's and PhD students

First : Ph.D. Supervision are as follows:

1. Renas Abubakir Ahmed / Not yet complete (2025)
   Comparison Between Generalized Regression Neural Networks and Other Machine Learning Algorithms with Fuzzy Data

2. Rawa Saman Maeruf /Co-supervise / Not yet complete (2025)
   Modelling and Optimization Using Response Surface Methodology (RSM) with Box–Behnken Design and Genetic Algorithm

Second : Master’s Thesis Supervision 

1. Kosar Mahmood, Building Queuing Model with Application in the Rashid Bank in Sulaimani, M.Sc. thesis, University of Sulaimani, school of Administration and Economics, Department of Statistics ,2011

2. Sawk Latif, Classification and Regression tree(CART) to detect  the influencing factors of diabetes disease  in sulaimani city , M.Sc. thesis ,University of Sulaimani, college of Commerce, Department of Statistics & Computer,2015 

3. Sham Azad, Comparison Between Classical and Spatial regression techniques using fuzzy logic, M.Sc. thesis, University of Sulaimani, college of Commerce, Department of Statistics & Computer. 2016 

4. Ahsan Abdulakhliq, Using Fuzzy Grey System Theory to Forecast Personal Water Consumption in Sulaimani, M.Sc. thesis ,University of Sulaimani, college of Administration and Economics, Department of Statistics. 2016

5. Badia Rahman Khalil Rasul , Comparison between SVM and K-NN with application for diagnosis of Heart disease patients ,2021

6. Didar Abdal Wafa Rashid ,Multi-level Modeling in Medical Field ,2022

7. Hevi Jawhar Hameed ,Identify the Best Frailty Model for the Events of Colorectal Cancer in Sulaimani ,2022

8. Soran Hussein Mohammed ,A Comparison between Robust and Quantile Regression Model Applied in a Medical Field,2021

9. Dana Taha Mohammed Salih ,Estimating Best fit Parametric Regression Model Survival Time Distribution with Medical Application.2022  

10. Hawnaz Hassan Sdiq, Improving Wavelete-Elman Neural Network Through Chicken Swarm Algorithm: A comparative Study on Performance and Application,2025 

11. Gashaw Qadir Mohammad Amin ,Enhancing Fuzzy Time Series Forecasting Accuracy Using Feedforward and Recurrent Neural Network Models ,2025

12. Shaima Muhedden Rahman ,Optimizing Machine Learning Model with Nature-Inspired Algorithm: A comparative Study ,2025

13. Nakhshin Rafiq Aziz , Analyzing Fuzzy Survival Data using Accelerated Failure Time Models with Weighted Least Squares Estimation,2025