- "Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach" accepted in ACM Computing Surveys Journal.
- "Adaptive data quality scoring operations framework using drift-aware mechanism for industrial applications" published in Journal of Systems and Software, Volume 217, November 2024, 112184, Elsevier.
- "An Adaptive Metaheuristic Framework for Changing Environments" accepted for presentation in 2024 IEEE Congress on Evolutionary Computation (CEC), Yokohama, Japan.
- "Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework" accepted at the 8th International Conference on Engineering of Computer-based Systems (ECBS 2023), Sweden.
Research Experience
Served as a Research Fellow with the Software Engineering Research Group at USM; Senior Lecturer at Salahaddin University; Postdoctoral researcher at the Swiss AI Lab Istituto Dalle Molle di Studi sull’Intelligenza Artificiale, Lugano University, Switzerland; Assistant Professor at Czech Technical University, Prague; Joined Karlstad University Sweden as a Senior Lecturer in 2019, promoted to Associate Professor (Docent) in 2020, and then to full Professor in 2023.
Education
Received a B.Sc. in Electrical and Electronic Engineering from Salahaddin University-Erbil in 2004, an M.Sc. from University Putra Malaysia in 2009, and a Ph.D. in Software Engineering from University Sains Malaysia (USM) in 2012.
Background
Primary research interests include AI engineering, software testing (especially search-based software testing), and computational intelligence. Currently a Professor in the Department of Mathematics and Computer Science at Karlstad University, Sweden.
Miscellany
Contact Information:
- Email: bestoun@kau.se or bestoon82@gmail.com
- Phone: +46-54 700 1861
- Skype: bestoun82
- Other personal interests and hobbies not mentioned