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Research group on MACHINE LEARNING

Faculty of Mathematics and Computer Science, Babes-Bolyai University, Romania

1. Gabriela Czibula, Zsuzsanna Marian, Istvan Gergely Czibula, Detecting Software Design Defects Using Relational Association Rule Mining, Knowledge and Information Systems, Vol. 42, Number 3, 2015, pp. 545-577 (ISI)
2. Bassem Besbes, Alexandrina Rogozan, Adela-Maria Rus, Abdelaziz Bensrhair and Alberto Broggi. Pedestrian Detection in Far-Infrared Daytime Images Using a Hierarchical Codebook of SURF. Sensors, volume 15, no. 4, pp. 8570-8594, 2015, doi:10.3390/s150408570 (ISI)
3. Gabriela Czibula, Istvan Gergely Czibula, Adela Sȋrbu, Ioan-Gabriela Mircea, A novel approach to adaptive relational association rule mining, Applied Soft Computing journal, Vol. 36, November 2015, pp. 519-533, 2015 (ISI)
4. Ionescu V.S, Mircea I.G., Miholca, D.L, Czibula G., Instance Based Learning Approaches for predicting the height of human skeletons, ICCP 2015: Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015, Cluj-Napoca, Romania, pp. 309-316 (ISI Proceedings)
5. Mircea I.G., Czibula G., Bocicor, M.I., A Q-learning Approach for Aligning Protein Sequences, ICCP 2015: Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015, Cluj-Napoca, Romania, pp. 51-58 (ISI Proceedings)
6. Adela-Maria Rus, Alexandrina Rogozan, Laura Dioșan and Abdelaziz Bensrhair. Pedestrian recognition using a dynamic modality fusion approach. Proceedings of IEEE International Conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, September 3-5, pp. 393 - 400, 2015 (ISI Proceedings)
7. Vlad-Sebastian Ionescu. New supervised learning approaches for sex identification in archaeology. In International Virtual Research Conference In Technical Disciplines, EDIS - Publishing Institution of the University of Zilina, pp. 56-64, 2015 (indexed Google Scholar)
8. Zsuzsanna Marian, Istvan Gergely Czibula, Gabriela Czibula and Sergiu Sotoc, Software Defect Detection using Self-Organizing Maps, Studia Universitatis "Babes-Bolyai”, LX(2), 2015, pp. 55-69 (indexed Mathematical Reviews)
9. Ioan-Gabriel Mircea, Gabriela Czibula and Mara-Renata Petrusel, Sex identification in archaeological remains using decision tree learning, Studia Universitatis "Babes-Bolyai”, LX(2), 2015, pp. 91-103 (indexed Mathematical Reviews)
10. Vlad-Sebastian Ionescu. Support vector regression methods for height estimation in archaeology. Studia Universitatis Babes-Bolyai Series Informatica, volume LX(2), pp. 70-82, 2015 (indexed Mathematical Reviews)
11. Ioan-Gabriel Mircea and Sergiu Limboi and Mara-Renata Petrușel. A New Unsupervised Learning Based Approach for Gender Detection of Human Archaeological Remains. Studia Universitatis Babes-Bolyai Series Informatica, LX(2):5-20, 2015. (indexed Mathematical Reviews)