Publications

Book Chapters Angel Cataron, Razvan Andonie. "Transfer Information Energy: A Quantitative Causality Indicator Between Time Series". In: Lintas A., Rovetta S., Verschure P., Villa A. (eds) Artificial Neural Networks and Machine Learning - ICANN 2017, Lecture Notes in Computer Science, vol. 10614. Springer, Cham, 2017, 512-519, ISBN 978-3-319-68611-0. https://doi.org/10.1007/978-3-319-68612-7_58. Angel Cataron, Razvan Andonie. "Informational energy kernel for LVQ". International Conference on Artificial Neural Networks ICANN 2005, Varsaw, Poland, September 12-14, W. Duch et al. (Eds.): Lecture Notes in Computer Science 3697, pp. 601-606, Springer-Verlag Berlin Heidelberg, 2005. ISBN 3-540-28755-8. ISSN 0302-9743. Journal Papers 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. Angel Cataron, Razvan Andonie, Yvonne Chueh. "Asymptotically Unbiased Estimation of A Nonsymmetric Dependence Measure Applied to Sensor Data Analytics and Financial Time Series". International Journal of Computers, Communication & Control, vol. 12, no. 4, pp. 475-491, 2017. ISSN 1841-9836. Angel Cataron, Razvan Andonie, Yvonne Chueh. "Asymptotically Unbiased Estimator of the Informational Energy with kNN". International Journal of Computers, Communication & Control, vol. 8, no. 5, pp. 689-698, 2013. ISSN 1841-9836. Angel Cataron, Razvan Andonie. "Energy Supervised Relevance Neural Gas for Feature Ranking". Neural Processing Letters, Springer Netherlands, vol. 32, no. 1, 2010, pp. 59-73. ISSN 1370-4621 (Print) 1573-773X (Online). DOI 10.1007/s11063-010-9143-z. Razvan Andonie, Lucian Sasu, Angel Cataron. "A Novel Fuzzy ARTMAP Architecture with Adaptive Feature Weights based on Onicescu's Informational Energy". International Journal of Computers, Communication & Control, vol. 4, no. 2, pp. 104-117, 2009. ISSN 1841-9836. E-ISSN 1841-9844. Angel Cataron, Lucian Sasu, Razvan Andonie. "The Impact of Feature Weighting on the Fuzzy ARTMAP Neural Network". The Bulletin of Transilvania University of Brasov, Series A, 14, 2007, pp. 215-222. ISSN 1223-964X. Conference Papers Cristian Moraru, Angel Cataron. "Automated recognition of facial expressions and gender in humans implemented on mobile devices". 2021 International Aegean Conference on Electrical Machines and Power Electronics (ACEMP) & 2021 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM), September 2-3, 2021, Brasov, Romania, URL: https://ieeexplore.ieee.org/document/9590033. https://doi.org/10.1109/OPTIM-ACEMP50812.2021.9590033. Daniel Tudor Cotfas, Petru Adrian Cotfas, Angel Cataron. "Using the genetic algorithm to determine the parameters of photovoltaic cells and panels". 2018 International Symposium on Electronics and Telecommunications (ISETC), November 8-9, 2018, Timisoara, Romania, URL: https://ieeexplore.ieee.org/document/8584016. https://doi.org/10.1109/ISETC.2018.8584016. 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. keywords: {Density measurement;Energy measurement;Entropy;Estimation;Insurance;Probability density function;Random variables}, URL: https://ieeexplore.ieee.org/document/7850023. https://doi.org/10.1109/SSCI.2016.7850023. Angel Cataron, Razvan Andonie, Yvonne Chueh. "Financial data analysis using the informational energy unilateral dependency measure". Proceedings of the International Joint Conference on Neural Networks, (IJCNN 2015), Killarney, Ireland, July 12-17, 2015. https://ieeexplore.ieee.org/document/7280734. https://doi.org/10.1109/IJCNN.2015.7280734. Angel Cataron, Razvan Andonie, Yvonne Chueh. "kNN Estimation of The Unilateral Dependency Measure between Random Variables". Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2014), IEEE Symposium Series on Computational Intelligence (SSCI), December 9-12, 2014, Orlando, Florida, pp. 471-478, ISBN 978-1-4799-4519-1. https://ieeexplore.ieee.org/document/7008705. https://doi.org/10.1109/CIDM.2014.7008705. Radu Andreiu, Radu-Mihai Coliban, Angel Cataron, Mihai Ivanovici "Pattern-Based Rough Segmentation of Satellite Images Using Evolutionary Algorithms". Proceedings of the 9th ESA-EUSC-JRC Conference on Image Information Mining, Edited by: P. Soille, P.G. Marchetti, M. Iapaolo, L. Colaiacomo, and M. Datcu, University Politehnica Bucharest, Romania, March 5-7, 2014, pp. 45-48. ISBN 978-92-79-36160-9. ISSN 1831-9424. DOI: 10.2788/25852. Angel Cataron, Razvan Andonie "How To Infer The Informational Energy from Small Datasets". Proceedings of the 13th International Conference on Optimization of Electrical and Electronic Equipments: Optim 2012, Brasov, Romania, May 24-26, 2012, pp. 1065-1070. https://ieeexplore.ieee.org/document/6231921. https://doi.org/10.1109/OPTIM.2012.6231921. Razvan Andonie, Angel Cataron, Lucian Mircea Sasu "Fuzzy ARTMAP with Feature Weighting". The 26th IASTED International Conference on Artificial Intelligence and Applications AIA 2008, Innsbruck, Austria, February 11-13, ACTA Press, 2008, pp. 91-96. ISBN Hardcopy 978-0-88986-709-3. ISBN CD 978-0-88986-710-9. Angel Cataron, Razvan Andonie "An Informational Energy Approach to Feature Selection". Proceedings of the 10th International Conference on Optimization of Electrical and Electronic Equipments: Optim 2006, Brasov, Romania, May 18-19, 2006, vol. 3, pp. 129-134. ISBN 973-635-705-8, 978-973-705-3. Razvan Andonie, Angel Cataron "Feature Ranking using Supervised Neural Gas and Informational Energy". IEEE International Joint Conference on Neural Networks IJCNN 2005, Montreal, Canada, July 31-August 4, 2005, pp. 1269-1273. https://ieeexplore.ieee.org/document/1556036. https://doi.org/10.1109/IJCNN.2005.1556036. ISBN 0-7803-9084-2. Angel Cataron, Razvan Andonie "Energy Generalized LVQ with Relevance Factors". IEEE International Joint Conference on Neural Networks IJCNN 2004, Budapest, Hungary, July 26-29, 2004, pp. 1421-1426. ISBN 0-7803-8359-1. https://ieeexplore.ieee.org/document/1380159. https://doi.org/10.1109/IJCNN.2004.1380159. ISSN 1098-7576. Angel Cataron, Razvan Andonie "Computing OWA weights as relevance factors". Proceedings of the 9th International Conference on Optimization of Electrical and Electronic Equipments: Optim 2004, Brasov, Romania, May 20-22, 2004, pp. 173-178. ISBN 973-635-285-4. Razvan Andonie, Angel Cataron "An Informational Energy LVQ Approach for Feature Ranking". The European Symposyum on Artificial Neural Networks ESANN 2004, Bruges, Belgium, April 28-30, D-side Publications, 2004, pp. 471-476. Angel Cataron, Razvan Andonie "RLVQ Determination using OWA Operators". The Third IASTED International Conference on Artificial Intelligence and Applications AIA 2003, Benalmadena, Spain, September 8-10, ACTA Press, 2003, pp. 434-438. ISBN 0-88986-390-3. Angel Cataron "Vowel Recognition using Concurrent Neural Networks". Proceedings of the 8th International Conference on Optimization of Electrical and Electronic Equipments: Optim 2002, Brasov, Romania, May 16-17, 2002, pp. 779-782. ISBN 973-635-012-6. Angel Cataron, Stelian Matase "Speaker Recognition using Multi-Layer Perceptron, Time Delay Neural Network, Self-Organizing Map and Concurrent Neural Networks". Proceedings of the 8th International Conference on Optimization of Electrical and Electronic Equipments: Optim 2002, Brasov, Romania, May 16-17, 2002, pp. 775-778. ISBN 973-635-012-6. Angel Cataron, Victor-Emil Neagoe "Concurrent Neural Networks for Speaker Recognition". Proceedings of the IEEE International Conference on Telecommunications ICT 2001, Special Sessions, Bucharest, Romania, 2001, pp. 252-257. ISBN 973-99995-3-0. F.J. Owens, R. Andonie, G.H. Zheng, A. Cataron, S. Manciulea "A Comparative Study of the Multi-Layer Perceptron, the Multi-Output Layer Perceptron, the Time-Delay Neural Network and the Kohonen Self-Organizing Map in an Automatic Speech Recognition Task". Proceedings of EIS'98 International ICSC Symposium on Engineering of Intelligent Systems, ICSC Academic Press, Tenerife, Spain, February 11 - 13, 1998, pp. 624-629. ISBN 3-906454-11-8. Textbooks Angel Cataron "Introducere in programarea calculatoarelor." (in Romanian). Transilvania University Press, Brasov, Romania, 2019. ISBN 978-606-19-1135-6. R. Andonie, A. Cataron, Z. Gaspar, H. Galmeanu, M. Ivanovici, I. Lorentz, L. Sasu "Algorithms and Data Structures: Applications in Image Processing and Bioinformatics. Lecture notes." (in Romanian). Transilvania University Press, Brasov, Romania, 2013. ISBN 978-606-19-0206-4. R. Andonie, A. Cataron, Z. Gaspar, H. Galmeanu, M. Ivanovici, I. Lorentz, L. Sasu "Algorithms and Data Structures: Applications in Image Processing and Bioinformatics" (in Romanian). Transilvania University Press, Brasov, Romania, 2012. ISBN 978-606-19-0058-9. R. Andonie, A. Cataron "Computational intelligence" (in Romanian): cover page and text. Transilvania University Press, Brasov, Romania, 2002. Other Publications S. Matase, A. Cataron, A. Cataron "Symbolic Model Verifier - An educational formal verification tool". The Bulletin of Transilvania University of Brasov, 2002, pp. 95-100. ISBN 1223-9631. PhD Thesis Angel Cataron "Neural networks for speech recognition" (in Romanian): thesis and extended abstract. "Politehnica" University of Bucharest, Faculty of Electronics, Telecommunications and Information Technology, May 6, 2004.