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Research group on MACHINE LEARNING

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

1. Miholca, D.L, Czibula, G., Czibula, I.G, A novel approach for software defect prediction through hybridizing gradual relational association rules with artificial neural networks, Information Sciences 441C (2018), pp. 152-170 (WoS, Q1)
2. Czibula, G., Czibula, I.G, Marian, Zs., An effective approach for determining the class integration test order using reinforcement learning, Applied Soft Computing 65C (2018) pp. 517-530 (WoS, Q1)
3. Istvan Gergely Czibula, Gabriela Czibula and Zsuzsanna Marian, An Improved Approach for Class Test Ordering Optimization using Genetic Algorithms, ICSOFT, International Conference on Software Technologies, ScitePress, pp. 163-187, 2018 (indexed WoS)
4. Hostiuc S, Molnar AJ, Moldoveanu A, et al. (Bocicor, M.I.) Patient autonomy and disclosure of material information about hospital-acquired infections. Infect Drug Resist. 2018;11:369-375. Published 2018 Mar 7. doi:10.2147/IDR.S149590 (WoS, Q2)
5. Nicolae Goga. Iuliana Marin, Andrei Vasilateanu, Arthur-Jozsef Molnar, Maria Iuliana Bocicor, David Cuesta-Frau, Antonio Molina-Pico, i-Light - Intelligent Luminaire Based Platform for Home Monitoring and Assisted Living, Electronics 7(10), 10.3390/electronics7100220, 2018 (WoS)
6. Albert, S., Teletin, M., Czibula, G., Analyzing Protein Data Using Unsupervised Learning Techniques, International Journal of Innovative Computing, Information and Control, Volume 14, Number 3, June 2018, pp. 861-880 (WoS)
7. Ionescu, V.S., Czibula, G., Teletin, M., Supervised learning techniques for body mass estimation in bioarchaeology, Proccedings of the 7th International Workshop on Soft Computing Applications, Soft Computing Applications, Vol. 2, Springer, 2018, pp. 71-86 (indexed WoS)
8. Mircea, I.G., Bocicor, M. I., Czibula, G., A novel reinforcement learning based approach to multiple sequence alignment, 7th International Workshop on Soft Computing Applications, Soft Computing Applications, Vol. 2, Springer, 2018, pp. 54-70 (indexed WoS)
9. Albert, S., Czibula, G., Teletin, M., Analyzing the impact of protein representation on mining structural patterns from protein data, IEEE 12th International Symposium on Applied Computational Intelligence and Informatics, SACI 2018, pp. 533-538 (indexed WoS)
10. Teletin, M., Czibula, G., Bocicor, M.I., Albert, S., Using unsupervised learning methods for enhancing protein structure insight, 22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2018), Procedia Computer Science, Volume 126, 2018, Pages 19-28 (indexed WoS)
11. Miholca, D.L., Czibula, G., Crivei, L.M., A new incremental relational association rules mining approach, 22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2018), Procedia Computer Science, Volume 126, 2018, Pages 126-135 (indexed WoS)
12. M. Teletin, G. Czibula, M.I. Bocicor, S. Albert, A. Pandini, Deep autoencoders for additional insight into protein dynamics, ICANN 2018, The 27th International Conference on Artificial Neural Networks, LNCS, volume 11140, pp. 78-89 (indexed WoS)
13. Casian-Nicolae Marc and Gabriela Czibula, KarySOM: An Unsupervised Learning based Approach for Human Karyotyping using Self-Organizing Maps, Proceedings of the 14th International conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, 2018, pp. 167-174 (indexed WoS)
14. Cosmin-Ionuț Rusu and Gabriela Czibula, Optimizing Convolutional Neural Networks for low-resource devices, Proceedings of the 14th International conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, 2018, pp. 245-252 (indexed WoS)
15. Istvan Gergely Czibula, Gabriela Czibula and Zsuzsanna Marian, Identifying Class Integration Test Order using an Improved Genetic Algorithm-Based Approach, Communications in Computer and Information Science" (CCIS), Springer, 2018, pp. 163-187 (indexed Scopus)
16. M.-I. Popescu, O. Simonin., G. Czibula, An. Spalanzani, F. Valois, DMRR: Dynamic Multi-Robot Routing for Evolving Missions, DMAP 2018, Workshop of The 28th International Conference on Automated Planning and Scheduling (ICAPS) June 24 – 29, 2018, Delft, The Netherlands, ICAPS Proceedings of the 6th Workshop on Distributed and Multi-Agent Planning (DMAP-2018), pp. 33-41 (indexed WoS)
17. Sergiu Cosmin Nistor, Adrian Sergiu Darabant and Diana Borza. Micro-Expressions De-tection Based on Micro-Motions Dense Optical Flows. 2018 26th International Conferenceon Software, Telecommunications and Computer Networks (SoftCOM), pp. 1-7. IEEE, 2018
18. Istvan Gergely Czibula, Gabriela Czibula and Zsuzsanna Marian, Identifying Class Integration Test Order using an Improved Genetic Algorithm-Based Approach, Communications in Computer and Information Science" (CCIS), Springer, 2018, pp. 163-187
19. Anamaria Briciu and Mihaiela Lupea. Studying the language of mental illness in Romanian social media. 2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP), pp. 21–28, 2018
20. Nichita Utiu, Vlad-Sebastian Ionescu, Learning Web Content Extraction with DOM Features, 2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP), pp 5-11
21. M. I. Bocicor, A. Molnar, I. Marin, N. Goga, R. V. Pérez and D. C. Frau, "Intelligent Decision Support for Pervasive Home Monitoring and Assisted Living," 2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP), 2018, pp. 129-136, doi: 10.1109/ICCP.2018.8516592.