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Research group on MACHINE LEARNING

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

1. Gabriela Czibula, Istvan Gergely Czibula, Software systems performance improvement by intelligent data structures customization, Information Sciences, Vol. 274, 2014, pp. 249-260 (ISI)
2. Gabriela Czibula, Zsuzsanna Marian, Istvan Gergely Czibula, Software Defect Prediction using Relational Association Rule Mining, Information Sciences, Vol. 264, April 2014, pp. 260-278 (ISI)
3. Czibula, G., Czibula, I.G., Găceanu, R.D., A Support Vector Machine Model For Intelligent Selection of Data Representations, Applied Soft Computing, Volume 18, May 2014, Pages 70–81 (ISI)
4. Zsuzsanna Marian, Gabriela Czibula, Istvan Gergely Czibula, Software packages refactoring using a hierarchical clustering-based approach, Computing and Informatics, 2014, under review (ISI)
5. Sȋrbu, A., Czibula, G., Bocicor, M.I., Dynamic clustering of gene expression data using a fuzzy approach, The 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2014, IEEE Computer Society, pp. 220-227, 2014 (ISI Proceedings)
6. Adela-Maria Sîrbu, Alexandrina Rogozan, Laura Dioșan and Abdelaziz Bensrhair. Pedestrian Recognition by Using a Kernel-Based Multi-modality Approach. 16th International Symposium on Symbolic and Numeric Algorithms for Scientic Computing, SYNASC 2014, Timisoara, Romania, September 22-25, pp. 258-263, 2014 (ISI Proceedings)
7. Bocicor, M.I., Sȋrbu A., Czibula, G., Dynamic core based clustering of gene expression data, International Journal of Innovative Computing Information and Control, Japan, Volume 10, No. 3, 2014, pp. 1051-1069 (indexed Scopus)
8. Adela Sîrbu. A study on dynamic clustering of gene expression data. Studia Universitatis Babes-Bolyai, Informatica, Romania, Vol. LIX, Number 1, pp. 16-27, 2014. (indexed Mathematical Reviews)
9. Zsuzsanna Marian. On evaluating the structure of software packages. Studia Universitatis “Babes-Bolyai”, Informatica, Romania, Vol. LIX, Number 1, pp. 46-58, 2014. (indexed Mathematical Reviews)
10. Marian Zs., Czibula G., Czibula I.G., FAOS – A framework for analysing object oriented software systems, Studia Universitatis "Babes-Bolyai", Informatica, LIX(2), pp.66-81, 2014 (indexed Mathematical Reviews)