Research group on MACHINE LEARNING

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

1. Czibula, G., Bocicor, M. I., Czibula, I.G., Promoter Sequences Prediction Using Relational Association Rule Mining, Evolutionary Bioinformatics, Vol. 8, 2012, pp. 181-196 (WoS)
2. Zsuzsanna Marian, Gabriela Czibula, Istvan Gergely Czibula, Using Software Metrics for Automatic Software Design Improvement, Studies in Informatics and Control, ISSN 1220-1766, vol. 21 (3), pp. 249-258, 2012 (WoS)
3. Zsuzsanna Marian. Aggregated metrics guided software restructuring. Proceedings of 8th IEEE International Conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, pp. 259-266, 2012. (indexed IEEE)
4. Zsuzsanna Marian. Software metrics based refactoring: a case study. Proceedings of the National Symposium ZAC 2012, Cluj-Napoca, pp. 59-64, 2012.
5. Maria Iuliana Bocicor. Experiments on Promoter Sequences Prediction using Association Rules. Lucrările Conferinței Naționale "Zilele Academice Clujene 2012, Departamentul de Informatică", Presa Universitară Clujeană, pag. 32 – 35, Cluj Napoca, 30 mai 2012.
6. Maria Iuliana Bocicor. Învățarea automată pentru identificarea regiunilor promotor în ADN. National Symposium “Interferențe", 3 rd Edition, Universitatea de Nord Baia Mare, ISBN 978-606- 536-226- 0, pag. 68 - 70, 2012.
7. Czibula, G., Czibula, I.G., Unsupervised Restructuring of Object-Oriented Software Systems using Self-Organizing Feature Maps, International Journal of Innovative Computing Information and Control, Japan, Volume 8, No. 3(A), 2012, pp. 1689-1704 (indexed Scopus)
8. Zsuzsanna Marian. A study on hierarchical clustering based software restructuring. Studia Universitatis “Babes-Bolyai”, Informatica, Romania, Vol. LVII, Number 2, pp. 20-31, 2012. (indexed Mathematical Reviews)
9. Iuliana M. Bocicor. A Study on using Reinforcement Learning for Temporal Ordering of Biological Samples. Studia Universitatis “Babes-Bolyai", Informatica, LVII(4), pag. 63-74, 2012. (indexed Mathematical Reviews)
10. Iuliana M. Bocicor, Giulio Caravagna, Alex Graudenzi, Claudia Cava, Giancarlo Mauri, Marco Antoniotti. Ordering copy number alteration data to analyze colorectal cancer progression. EMBnet.journal, 18 Suppl. B (NETTAB 2012), pag. 84-86, 2012. (indexed Google Scholar)
11. Maria Iuliana Bocicor. A Study on Using Association Rules for Predicting Promoter Sequences. Studia Universitatis “Babes-Bolyai", Informatica, LVII(2), pag. 32-42, 2012. (indexed Mathematical Reviews)
12. Ioan-Gabriel Mircea. An Evaluation of Basic Techniques and Methods Used in Skin Color Detection. Studia Universitatis Babes-Bolyai Series Informatica, LVII(3):24-34, 2012. (indexed Mathematical Reviews)