معرفی
Angel Doru CAȚARON is an Associate Professor at the Department of Electronic and Computers, affiliated with the Faculty of Electrical Engineering and Computer Science at the Technical University of Brașov. His research focuses on artificial intelligence, neural networks, and machine learning, with notable contributions to information theory and deep learning methodologies.
His work emphasizes the application of transfer entropy in optimizing neural network architectures, particularly in feedforward and convolutional networks. He has also explored interdisciplinary applications such as mortality rate modeling in actuarial science using novel dependence measures.
Dr. CAȚARON's publications span conferences like IEEE SSCI and journals like Entropy, reflecting a strong focus on computational intelligence and data-driven methodologies. His research bridges theoretical advancements in information theory with practical applications in machine learning and actuarial modeling.
No scientific awards or grants are explicitly mentioned in the provided text. His academic profile highlights active contributions to doctoral supervision and research in computational fields, though specific student or lab details are not detailed here.
