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Research group on MACHINE LEARNING

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

1. Czibula, I.G, Czibula, G., Miholca, D.L, Enhancing relational association rules with gradualness, International Journal of Innovative Computing, Information and Control, Japan, 13(1), pp. 289-306, 2017 (WoS)
2. Vlad-Sebastian Ionescu, Horia Demian, Istvan-Gergely Czibula, Natural Language Processing and Machine Learning Methods for Software Development Effort Estimation, Studies in Informatics and Control, ISSN 1220-1766, vol. 26(2), pp. 219-228, 2017 (WoS)
3. Andreev Sergej, Lupea Mihaiela-Ana, Altmann Gabriel, Belza-Chains of Adnominals, Glottometrics, vol 39, 2017, P.72 - 86, ISSN: 1617-8351 (WoS)
4. Oliviu-Bogdan Boțocan, Gabriela Czibula, HACGA: An artifacts-based clustering approach formalware classification, ICCP 2017: Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2017, Cluj-Napoca, Romania, IEEE Computer Society Press, pp. 1-8, DOI: 10.1109/ICCP.2017.8116976 (ISI Proceedings)
5. Zsuzsanna Marian, Gabriela Czibula, Istvan Gergely Czibula, A hierarchical clustering-based approach for software restructuring at the package level, SYNASC 2017, 2017, pp. 239-246 (ISI Proceedings)
6. Diana-Lucia Miholca, Gabriela Czibula, Zsuzsanna Marian, Istvan Gergely Czibula, An unsupervised learning based conceptual coupling measure SYNASC 2017, 2017, pp. 247-254 (ISI Proceedings)
7. I. G. Czibula, G. Czibula, D.L. Miholca, Z. Marian, Identifying hidden dependencies in software systems, Studia Universitatis "Babes-Bolyai”Informatica, 62(1), 2017, pp. 90-106 (indexed Mathematical Reviews)
8. Alesandro Pandini, Maria-Iuliana Bocicor, Gabriela Czibula, Silvana Albert, Mihai Teletin, Using Computational Intelligence Models for Additional Insight into Protein Structure, Studia Universitatis "Babes-Bolyai”Informatica, 62(1), 2017, pp. 107-119 (indexed Mathematical Reviews)
9. M. I. Bocicor et al., "Cyber-physical system for assisted living and home monitoring" 2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), 2017, pp. 487-493, doi: 10.1109/ICCP.2017.8117052.
10. Ionut-Catalin Draghici, Monica Nastasia Mihailescu, Laurentiu Ilie Guta, Andrei Vasilateanu, Ionel-Bujorel Pavaloiu, Iuliana Bocicor, Arthur Molnar, Nicolae Goga, "A Quantitative Research to Decide the User Requirements for the i-Light System," 2017 21st International Conference on Control Systems and Computer Science (CSCS), 2017, pp. 143-148, doi: 10.1109/CSCS.2017.26.
11. Iuliana Bocicor, Maria Dascălu, Agnieszka Gaczowska, Sorin Hostiuc, Alin Moldoveanu, Antonio Molina, Arthur-Jozsef Molnar, Ionuț Negoi, Vlad Racoviță, Wireless Sensor Network based System for the Prevention of Hospital Acquired Infections, International Conference on Evaluation of Novel Software Approaches to Software Engineering, pp. 158-167, 2017
12. Diana Borza, Sergiu Cosmin Nistor and Adrian Sergiu Darabant. Towards Automatic SkinTone Classification in Facial Images. International Conference on Image Analysis and Processing, pp. 299-309. Springer, Cham, 2017.
13. Sergiu Cosmin Nistor, Alexandra-Cristina Marina, Adrian Sergiu Darabant and Diana Borza. Automatic gender recognition for “in the wild” facial images using convolutional neural networks. 2017 13th IEEE International Conference on Intelligent Computer Communication andProcessing (ICCP), pp. 287-291. IEEE, 2017.
14. Diana-Lucia Miholca, Adrian Onicaş, Detecting depression from fMRI using relational association rules and artificial neural networks, 2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), pp. 85-92
15. Anamaria Briciu and Mihaiela Lupea. RoEmoLex - A Romanian Emotion Lexicon. Studia Universitatis Babeș-Bolyai Informatica, v. 62, n. 2, pp. 45-56, 2017
16. Lupea Mihaiela-Ana, Briciu Anamaria, Formal Concept Analysis of a Romanian Emotion Lexicon, IEEE 13th International Conference on Intelligent Computer Communication and Processing (ICCP), 2017, P. 111 - 118, DOI: 10.1109/ICCP.2017.8116991