The PhD thesis of Tahrir Abdul-Redha Shiaa was defended at the Institute of Informatics for Graduate Studies. The discussion session was held on Thursday, March 20, 2025. The thesis, in the field of computer science, was titled: “Combining Emerging Active Learning with Deep Learning to Enhance Object Detection.”
This thesis proposes a new active learning scenario that uses object classification based on their specific size in an image. The dataset is then separated into three size categories: large, medium, and small.
The student, Tahrir Abdul-Redha Shiaa, earned her PhD with a very good grade in computer science.



