Mara Hajdu-Măcelaru
Lect. Dr. Mara Hajdu-Măcelaru is a Lecturer in the Department of Mathematics and Computer Science at the Technical University of Cluj-Napoca, North University Center of Baia Mare. Within the COSA project, she contributes to research on the automated detection and classification of plant diseases using machine learning and computer vision.
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Lecturer at Technical University of Cluj-Napoca (DMI)
Research in machine learning and plant disease detection
Co-author of COSA publications on plant disease classification
More about Mara
Lect. Dr. Hajdu-Măcelaru's applied research within COSA focuses on practical machine learning models for plant disease classification, with publications in HAIS 2025 (LNCS Vol. 16202) and SOCO 2024 — including comparative studies of machine learning models for plant disease identification and an enhanced hybrid machine learning model combining Bayesian Convolutional Neural Networks with Gaussian Naïve Bayes classification.