Publications

My Google Scholar

https://scholar.google.com/citations?hl=en&user=nzvnKosAAAAJ

Books:

1. Numerical Techniques for Solving the Transportation Problems.

Journal Papers:

1. “An Application of  Lagrange Multiplier for integer Linear Programming in Production - Transportatrion with Flexible Transportatrion”, Journal of Kirkuk, University- Scientific Studies, Vol. 5, No.1, 2009.

2. “A Fuzzy Neural Network With Extension for Back-propagation Algorithm”, International Graduate Conference on Engineering Science and Humanities, University Teknologi Malaysia, Skudai, Malaysia, 2010.

3. “Inversion Algorithm of Fuzzy Neural Networks” Asian Transactions on Basic & Applied Sciences (ATBAS ISSN: 2221-4291) Volume 03 Issue 04, 2013.

4. "Construction of control charts by using Fuzzy Multinomial -FM and EWMA- Chart “Comparative study", Journal of Zankoy Sulaimani –Part A, For Pure and Applied Sciences, 2014.

5.  "Use Fuzzy Midrange Transformation Method to construction Fuzzy control Charts limits", International Journal of Scientific and Statistical Computing (IJSSC), volume (6), Issue (1), 2015.

6. "Using Modified S-Curve Membership Function in the development and construction of control Charts", Asian Transactions on Basic & Applied Sciences (ATBAS ISSN: 2221-4291) Volume 5  Issue 02, 2015.

7.   أستخدام الطاقة الشمسية لتلبية الاحتياجات اليومية و الحد من التلوث البيئي (دراسة تطبيقية في محافظة السليمانية)، الاتحاد العربي للتنمية المستدامة والبيئة. جامعة الدولة العربية، المؤتمر الدولي السابع، 2017.

8. "Using Canonical Correlation to Determine the Correlation Between Water Quality Parameters and Heavy Materials in the Water in the city of Sulaymaniyah", Mustansiriya University, Administration and Economics Journal, 2018.

9. "Classifying Patients with Myocardial Infarction and Heart Failure by Using SVM and KNN Learning Techniques", Almustansrea University, No. 126, 2020.

10. "Study Some Risk Factors of Spontaneous Abortion by Using Canonical Correlation Analysis", Journal of Kirkuk University for Administration and Economics, 2022.

11. "FEWMA and Fuzzy Regression Model Control Chart one a-cut With Application", Academic Journal of Nawroz University (AJNU), Vol. 11, No.4, 2022.

12. "Optimal Production Decision Making by using Artificial Neural Networks and Fuzzy Linear Programming", Al Iraqia University Refereed Journal, 2022.

13. "Making the optimal decision for production by using the fuzzy linear programming method", Measurement: Sensors, Sensors 24 (2022), (Scopus).

14. "Comparative Analysis Between EWMA, DEWMA and Mixed Tukey EWMA Control Chart",  Diyala Journal for Pure Science, 2023.

15. "Analysis of Probability Distribution for Corona Virus Mortality in Iraq before and after the Discovery of the Epidemiological Vaccines", Journal of Northeastern University, 2023. (Scopus).

16. "Using Fuzzy Feed-Forward Neural Network for Linguistic Processing", Diyala Journal for Pure Science, 2023.

17. "HEART FAILURE PATIENTS ARE CLASSIFIED USING THE RANDOM FOREST AND NAÏVE BAYES ALGORITHMS", Journal of Northeastern University, Volume 26, Issue 03, 2023

18. "Sensitivity Analysis for Fuzzy Linear Programming Problem by Mehar Method ", Mustansiriyah University, Vol . (49), No. 143, 2024.

19.  "A Comprehensive Comparative Analysis of Weighted Least Squares and Robust Regression Models with Application", University of Kirkuk Journal  For Administrative, 2024.

20. "Addressing Fuzzy Linear Programming Problems Through Ranking Functions", Kurdistan Journal of Applied Research (KJAR), volume 9, issue 2, December 2024.

21.  "A Comparative Study of Machine Learning Algorithms for Classifying Thalassemia Disease"

22. "A New Method for Finding Optimal Solution for Fully Fuzzy Transportation Problems", University of Kirkuk Journal For Administrative and Economic Science, 2025. 

23. "A Novel Conjugate Gradient Algorithm as a Convex Combination of Classical Conjugate Gradient Methods", Kurdistan Journal of Applied Research (KJAR), ISSN: 2411-7684, 2025.

24. "A Linear Predicion Process for Individuals Using a Double Exponentially Weighted Moving Average Control Chart", International Journal of Scientific Conferences, 2025.

25. "A Comparative Study of Two Techniques for Analyzing Optimal Bounds in Fully Fuzzy Transportation Problems Using Parametric Methods", KHAZAYIN OF ECONOMIC AND ADMINISTRATIVE SCIENCES, Vol. 1, 2024. 

26. "Machine Learning Model to Predict the Compressive Strength of Geopolymer Mortar Modified with Palm Oil Fuel Ash, Incorporating Linear, Nonlinear, and Artificial Neural Network (ANN) Approaches", Materials Circular Economy, 2025.

27. " التنبوء باستهلاك الطاقة الكهربائية باستخدام الشبكات العصبية خطوة نحو التحول الرقمي في إدارة الطاقة", International Journal of Scientific Conferences, No. 26, 2025.

28. "The Impact of Digital Technology on Advancing Data Mining and Decision Trees",  International Journal of Scientific Conferences,  No. 26, 2025.

29. "Artificial Neural Networks for Sustainable Population Forecasting: A Comparative Study of RNN, ARIMA, and Linear Regression Models in Iraq", International Journal of Scientific Conferences,  No. 26, 2025.

30. "The Role of Artificial Intelligence and Neural Networks in Developing Digital Healthcare Applications, International Journal of Economic Studies, ISSN: 2569-7366, No. 35, 2025.

31. "A Comparison between EXGM (1,1) and FEXGM (1,1) models for Forecasting Birth Rate in Iraq", International Journal of Scientific Conferences,  No. 26, 2025.

32. "Comparative Analysis of Logistic Regression and Decision Tree Models for Forecasting Users’ Adoption of Electronic Payments", Sulaimani Journal for Humanities, 2025.

Conference Papers 

1.  “A Fuzzy Neural Network With Extension for Back-propagation Algorithm”, International Graduate Conference on Engineering Science and Humanities, Universiti Teknologi Malaysia, Skudai, Malaysia, 2010.

2. "A Linear Predicion Process for Individuals Using a Double Exponentially Weighted Moving Average Control Chart", International Journal of Scientific Conferences, 2025.

3. " التنبوء باستهلاك الطاقة الكهربائية باستخدام الشبكات العصبية خطوة نحو التحول الرقمي في إدارة الطاقة", International Journal of Scientific Conferences, No. 26, 2025.

4. "The Impact of Digital Technology on Advancing Data Mining and Decision Trees",  International Journal of Scientific Conferences, No. 26, 2025.

5. "Artificial Neural Networks for Sustainable Population Forecasting: A Comparative Study of RNN, ARIMA, and Linear Regression Models in Iraq", International Journal of Scientific Conferences, No. 26, 2025.

6. "A Comparison between EXGM (1,1) and FEXGM (1,1) models for Forecasting Birth Rate in Iraq", International Journal of Scientific Conferences,  No. 26, 2025.

7. "Comparative Analysis of Logistic Regression and Decision Tree Models for Forecasting Users’ Adoption of Electronic Payments", Sulaimani Journal for Humanities, 2025.