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RESEARCH PROJECT PN-II-RU-TE-2014-4-0082

MACHINE LEARNING FOR SOLVING SOFTWARE MAINTENANCE AND EVOLUTION PROBLEMS

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Publications 2017

 
ISI publications
  • 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 (ISI - Science Citation Index Expanded) IF=0.723

  • 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, pp. 27-37, 2017 (ISI Proceedings)

  • Oliviu-Bogdan Botocan, 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, to be published (ISI Proceedings)

  • Vlad-Sebastian Ionescu, An approach to software development effortestimation using machine learning, ICCP 2017: Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2017, Cluj-Napoca, Romania, to be published (ISI Proceedings)

  • Zsuzsanna Marian, Gabriela Czibula, Istvan Gergely Czibula, A hierarchical clustering-based approach for software restructuring at the package level, SYNASC 2017, 2017, to be published (ISI Proceedings)

  • Diana-Lucia Miholca, Gabriela Czibula, Zsuzsanna Marian, Istvan Gergely Czibula, An unsupervised learning based conceptual coupling measure SYNASC 2017, 2017, to be published (ISI Proceedings)

BDI publications
  • 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 (indexed Scopus)

  • 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)

 
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