Published several papers, including 'UOLO: A Multitask U-Net YOLO Hybrid Model for Railway Scene Understanding' (IEEE Transactions on Intelligent Vehicles, 2024), 'Value of original and generated ultrasound data towards training robust classifiers for breast cancer identification' (Information Systems Frontiers, 2024), and 'Teeth Segmentation and Carious Lesions Segmentation in Panoramic X-Ray Images using CariSeg, a Networks’ Ensemble' (Heliyon, 2024).
Research Experience
Became a lecturer within the Computer Science Department, UBB, Cluj-Napoca, Romania in October 2009; Became an associate professor in April 2013; Became a professor in March 2017.
Education
Graduated in Computer Science from Babeş-Bolyai University, Cluj-Napoca, Romania in June 2004; Completed Ph.D. research and became a doctor at INSA, Rouen, France in October 2008.
Background
Research interests include intelligent methods for solving real-world problems, artificial intelligence, and data science.
Miscellany
Currently teaching at the Department of Computer Science, Babeş-Bolyai University, with courses including Artificial Intelligence, Intelligent Modeling, and Object-Oriented Programming.