www.unitbv.ro

Associate professor
Department of Electronic and Computers
Faculty of Electrical Engineering and Computer Science

Contact:

Politehnicii 1- 3 Street, Brașov, Romania
Building N Room NII3
E-mail: cataron@unitbv.ro

 CV

Research interests:

• Artificial intelligence
• Neural networks
• Machine learning

Publications (selection):

• Adrian Moldovan, Angel Caţaron, Răzvan Andonie, "Information Plane Analysis Visualization in Deep Learning via Transfer Entropy". Proceedings of the 27th International Conference Information Visualisation (IV), 25-28 July 2023, Tampere, Finland, pp. 278-285.
• Adrian Moldovan, Angel Cataron, Razvan Andonie. "Learning in Convolutional Neural Networks Accelerated by Transfer Entropy.". Entropy 23, no. 9: 1218, 2021. ISSN 1099-4300. https://doi.org/10.3390/e23091218.
• Adrian Moldovan, Angel Cataron, Razvan Andonie. "Learning in Feedforward Neural Networks Accelerated by Transfer Entropy.". Entropy 22, no. 1: 102, 2020. ISSN 1099-4300. https://doi.org/10.3390/e22010102.
• Angel Cataron, Razvan Andonie. "Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series.". Entropy 20, no. 5: 323, 2018. ISSN 1099-4300. https://doi.org/10.3390/e20050323.
• Yvonne Chueh, Angel Cataron, Razvan Andonie. "Mortality rate modeling of joint lives and survivor insurance contracts tested by a novel unilateral dependence measure". 2016 IEEE Symposium Series on Computational Intelligence (SSCI), December 6-9, 2016, Athens, Greece, pp. 1-8. URL: https://ieeexplore.ieee.org/document/7850023. https://doi.org/10.1109/SSCI.2016.7850023.