{"id":89,"date":"2024-08-13T11:58:28","date_gmt":"2024-08-13T11:58:28","guid":{"rendered":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/smarter\/?page_id=89"},"modified":"2026-02-19T15:36:23","modified_gmt":"2026-02-19T15:36:23","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/?page_id=89","title":{"rendered":"Publications"},"content":{"rendered":"<ul>\n<li>2026\n<ol>\n<li><strong>Andreea Galbin-Nasui<\/strong>, Current Trends and Insights in Bug Reporting: A Systematic Literature Review, International Conference on Agents and Artificial Intelligence (ICAART 2026), <a href=\"https:\/\/icaart.scitevents.org\/\">https:\/\/icaart.scitevents.org\/<\/a>, 5-7March 2026, Marbella, Spain<\/li>\n<li><strong>Camelia-Petrina Nadejde<\/strong>, Emerging Patterns and Research Directions on Machine Learning in Software Defect Prediction: A Systematic Literature Review, International Conference on Agents and Artificial Intelligence (ICAART 2026), <a href=\"https:\/\/icaart.scitevents.org\/\">https:\/\/icaart.scitevents.org\/<\/a>, 5-7March 2026, Marbella, Spain<\/li>\n<li><strong>Camelia-Petrina Nadejde, Camelia Serban, Andreea Vescan<\/strong>, Neural Network-Based Learners for Effort-Aware Software Defect Prediction, International Conference on Agents and Artificial Intelligence (ICAART 2026), <a href=\"https:\/\/icaart.scitevents.org\/\">https:\/\/icaart.scitevents.org\/<\/a>, 5-7March 2026, Marbella, Spain<\/li>\n<li><strong>Stefan-Octavian Custura, Radu Gaceanu, Andreea Vescan, <\/strong>Variable Semantic Representation: A Replication Study and Hyper-Parameter Optimization Using Taguchi Methods, International Conference on Agents and Artificial Intelligence (ICAART 2026), <a href=\"https:\/\/icaart.scitevents.org\/\">https:\/\/icaart.scitevents.org\/<\/a>, 5-7March 2026, Marbella, Spain<\/li>\n<li><strong>Bogdan Iudean, <\/strong>Ioan Daniel Pop<strong><span data-contrast=\"none\">, <\/span><\/strong>Teaching Automated Web Regression Testing through Character-Driven Storytelling, Second International Workshop on <strong>F<\/strong>acilitating continuous educa<strong>T<\/strong>ion and t<strong>R<\/strong>aining through\u00a0<strong>A<\/strong>I\u00a0i<strong>N<\/strong>\u00a0<strong>S<\/strong>o<strong>F<\/strong>tware\u00a0<strong>E<\/strong>nginee<strong>R<\/strong>ing (F-TRANSFER) held within SANER 2026 conference, <a href=\"https:\/\/www.cs.ubbcluj.ro\/~avescan\/f-transfer-2026\/\">https:\/\/www.cs.ubbcluj.ro\/~avescan\/f-transfer-2026\/<\/a>, Tue 17 &#8211; Fri 20 March, Limassol, Cyprus, 2026<\/li>\n<li>Ioan Daniel Pop, <strong>Bogdan Iudean,<\/strong> AI-Assisted Diagnosis of Students\u2019 Misconceptions on Memory Allocation and Dynamic Data Structures in C++,<\/li>\n<li>Second International Workshop on <strong>F<\/strong>acilitating continuous educa<strong>T<\/strong>ion and t<strong>R<\/strong>aining through\u00a0<strong>A<\/strong>I\u00a0i<strong>N<\/strong>\u00a0<strong>S<\/strong>o<strong>F<\/strong>tware\u00a0<strong>E<\/strong>nginee<strong>R<\/strong>ing (F-TRANSFER) held within SANER 2026 conference, <a href=\"https:\/\/www.cs.ubbcluj.ro\/~avescan\/f-transfer-2026\/\">https:\/\/www.cs.ubbcluj.ro\/~avescan\/f-transfer-2026\/<\/a>, Tue 17 &#8211; Fri 20 March, Limassol, Cyprus, 2026<\/li>\n<\/ol>\n<\/li>\n<li>\u00a02025\n<ol>\n<li><strong>Moldovan Andrada, Vescan Andreea<\/strong>, Regression Testing Skill Transfer to Industry: A Preliminary Study in Higher Education, The 7th International Workshop on Automated and verifiable Software sYstem DEvelopment (ASYDE), Co-located with the 40th IEEE\/ACM International Conference on Automated Software Engineering (ASE 2025), <a href=\"https:\/\/conf.researchr.org\/home\/ase-2025\">https:\/\/conf.researchr.org\/home\/ase-2025<\/a>,\u00a0Sun 16 &#8211; Thu 20 November 2025 Seoul, South Korea,<\/li>\n<li><strong>Octavian Custura,\u00a0<\/strong>A Systematic Literature Review on Software Visualization Tools for Program Comprehension, The 31st International Conference Cooperative Information Systems, <a class=\"x1i10hfl xjbqb8w x1ejq31n x18oe1m7 x1sy0etr xstzfhl x972fbf x10w94by x1qhh985 x14e42zd x9f619 x1ypdohk xt0psk2 x3ct3a4 xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x16tdsg8 x1hl2dhg xggy1nq x1a2a7pz xkrqix3 x1sur9pj x1fey0fg x1s688f\" tabindex=\"0\" role=\"link\" href=\"https:\/\/coopis.scitevents.org\/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExQlRCNWo3TXFJMEJzclZOYXNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR4RgksiBTw9OHHorfMBveChfzX0QPiwSoH47fJtXCvkgG4BJLtvnZnkS7CAZg_aem_8_fsykry9R0dvfV1XnLn3A\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/coopis.scitevents.org\/<\/a>, <em>20th to 22nd October 2025<\/em>. Marbella, Malaga, Spain<\/li>\n<li><strong>Andrada-Mihaela-Nicoleta Moldovan<\/strong>. Regression Testing via Traceability: A Systematic Literature Review,\u00a0 The 51st Euromicro Conference on Software Engineering and Advanced Applications (SEAA), Systematic Literature Reviews and Mapping Studies in Software Engineering (SMSE) technical track, Salerno, Italy, September 10-12, 2025<\/li>\n<li><strong>Camelia-Petrina Nadejde, Andreea Vescan,<\/strong> Software Defect Prediction Models. A Replication and Extension Study, The 29th International Conference on Knowledge-Based and Intelligent Information &amp; Engineering Systems, Osaka, Japan, 10-12 September 2025<\/li>\n<li><strong>Stefan-Octavian Custura, Andreea Vescan<\/strong>, Code Visualization through Clothing Metaphor: An Empirical Software Comprehension Study, The 29th International Conference on Knowledge-Based and Intelligent Information &amp; Engineering Systems, Osaka, Japan, 10-12 September 2025<\/li>\n<li><strong>Camelia-Petrina Nadejde, Radu Gaceanu, Andreea Vescan<\/strong>, Teaching Integration Testing using VARK-based activities, The 29th International Conference on Knowledge-Based and Intelligent Information &amp; Engineering Systems, Osaka, Japan, 10-12 September 2025<\/li>\n<li><strong>Bogdan Iudean,\u00a0Andreea Vescan<\/strong>, Layered Learning: Teaching CI\/CD and Software Testing through Storytelling, The ACM International Conference on the Foundations of Software Engineering (FSE), Trondheim, Norway, Mon 23 &#8211; Fri 27 June, 2025<\/li>\n<li><strong>Bogdan Iudean, Andreea Vescan<\/strong>, Narrative-Driven Learning: Teaching Finite State Machines Through Storytelling, In Proceedings of the 17th International Conference on Computer Supported Education (CSEDU 2025)- Volume 2, pages 627-638 ISBN: 978-989-758-746-7; ISSN: 2184-5026<\/li>\n<li><strong>Andrada Moldovan, Andreea Vescan<\/strong>, Crina Grosan, Healthcare bias in AI: A Systematic Literature Review, 20th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE), 2025<\/li>\n<li><strong>Andreea Vescan<\/strong>, Daniel Barac-Antonescu, Software maintainability prediction based on change metric using neural network models, Engineering Applications of Artificial Intelligence, Volume 144, 2025, 110032, ISSN 0952-1976, https:\/\/doi.org\/10.1016\/j.engappai.2025.110032.<\/li>\n<li>Adina Moldovan,\u00a0Oana Casapu,\u00a0<strong>Andreea Vescan<\/strong>, Experience Report on using Experiential Learning to Facilitate Learning of Bug Investigation Steps, the 18th IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025<\/li>\n<li><strong>Andreea Galbin-Nasui,\u00a0Andreea Vescan<\/strong>, Teaching Bug Advocacy through Flipped Classroom, the 18th IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025<\/li>\n<\/ol>\n<\/li>\n<li><span style=\"font-weight: 400;\">2024<\/span>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Vescan, A<\/b><span style=\"font-weight: 400;\">., <strong>G\u0103ceanu, R. &amp; <\/strong><\/span><strong>\u015eerban, C<\/strong><span style=\"font-weight: 400;\">. Exploring the impact of data preprocessing techniques on composite classifier algorithms in cross-project defect prediction. <\/span><i><span style=\"font-weight: 400;\">Autom Softw Eng<\/span><\/i><span style=\"font-weight: 400;\"> 31, 47 (2024). <\/span><a href=\"https:\/\/doi.org\/10.1007\/s10515-024-00454-9\"><span style=\"font-weight: 400;\">https:\/\/doi.org\/10.1007\/s10515-024-00454-9<\/span><\/a> <span style=\"font-weight: 400;\">(Journal ISI Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Galbin-Nasui, A., Vescan, A.<\/b><span style=\"font-weight: 400;\"> Bug reports priority classification models. Replication study. <\/span><i><span style=\"font-weight: 400;\">Autom Softw Eng<\/span><\/i><span style=\"font-weight: 400;\"> 31, 35 (2024). <\/span><a href=\"https:\/\/doi.org\/10.1007\/s10515-024-00432-1\"><span style=\"font-weight: 400;\">https:\/\/doi.org\/10.1007\/s10515-024-00432-1<\/span><\/a> <span style=\"font-weight: 400;\">(Journal ISI Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Moldovan, A. and Vescan, A.<\/b><span style=\"font-weight: 400;\"> Outlier Detection Through Connectivity-Based Outlier Factor for Software Defect Prediction. DOI: 10.5220\/0012683400003687 Paper published under CC license (CC BY-NC-ND 4.0), In Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2024), pages 474-483 ISBN: 978-989-758-696-5; ISSN: 2184-4895 Proceedings Copyright \u00a9 2024 by SCITEPRESS\u2013 Science and Technology Publications, Lda. <\/span><span style=\"font-weight: 400;\">(Conference Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Vescan, A.,<\/b><span style=\"font-weight: 400;\"><strong> Gaceanu, R.<\/strong> and Szederjesi-Dragomir, A. Embracing Unification: A Comprehensive Approach to Modern Test Case Prioritization. DOI: 10.5220\/0012631000003687 Paper published under CC license (CC BY-NC-ND 4.0), In Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2024), pages 396-405 ISBN: 978-989-758-696-5; ISSN: 2184-4895 Proceedings Copyright \u00a9 2024 by SCITEPRESS\u2013 Science and Technology Publications, Lda. <\/span><span style=\"font-weight: 400;\">(Conference Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Szederjesi-Dragomir, A., <\/span><b>Gaceanu, R. and Vescan, A.<\/b><span style=\"font-weight: 400;\"> Industrial Validation of a Neural Network Model Using the Novel MixTCP Tool. DOI: 10.5220\/0012631100003687 Paper published under CC license (CC BY-NC-ND 4.0), In Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2024), pages 110-119 ISBN: 978-989-758-696-5; ISSN: 2184-4895 Proceedings Copyright \u00a9 2024 by SCITEPRESS\u2013 Science and Technology Publications, Lda. <\/span><span style=\"font-weight: 400;\">(Conference Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dblp.org\/pid\/219\/1947.html\"><span style=\"font-weight: 400;\">Adriana Coroiu<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/dblp.org\/pid\/194\/1608.html\"><span style=\"font-weight: 400;\">Alina Delia Calin<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><strong><a href=\"https:\/\/dblp.org\/pid\/124\/0924.html\">Radu Dan Gaceanu<\/a><\/strong><span style=\"font-weight: 400;\">, <\/span><b>Andreea Vescan: <\/b><span style=\"font-weight: 400;\">Advancements, Challenges, and Emerging Trends in Computer Science Education: A Systematic Literature Review of Academic and Professional Learning: Editorial. <\/span><a href=\"https:\/\/dblp.org\/db\/conf\/wcre\/saner2024c.html#CoroiuCGV24\"><span style=\"font-weight: 400;\">SANER-C 2024<\/span><\/a><span style=\"font-weight: 400;\">: 1-12 <\/span><span style=\"font-weight: 400;\">(Conferinta Rank A, <\/span><span style=\"font-weight: 400;\">Workshop Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D Opre,<\/span><b> C \u0218erban, A Vescan,<\/b><span style=\"font-weight: 400;\"> R Iucu, <\/span><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=en&amp;user=yp9tz7AAAAAJ&amp;sortby=pubdate&amp;citation_for_view=yp9tz7AAAAAJ:2P1L_qKh6hAC\"><span style=\"font-weight: 400;\">Supporting students\u2019 active learning with a computer based tool<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">Active Learning in Higher Education 25 (1), 135-150 <\/span><span style=\"font-weight: 400;\">(Journal Rank A)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M. Petrescu, <\/span><b>D.M. Suciu<\/b><span style=\"font-weight: 400;\">. 2024.<\/span><a href=\"https:\/\/www.scitepress.org\/Papers\/2024\/126060\/126060.pdf\"> <span style=\"font-weight: 400;\">Perceptions of Entrepreneurship Among Graduate Students: Challenges, Opportunities, and Cultural Biases<\/span><\/a><span style=\"font-weight: 400;\">, In Proceedings of the 16th International Conference on Computer Supported Education (CSEDU 2024) &#8211; Volume 1, pages 347-354(Conference Rank B)<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">2023<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>I. -C. Rotaru and A. Vescan,<\/b><span style=\"font-weight: 400;\"> &#8220;Test Case Prioritization Based on Neural Network Classification with Artifacts Traceability,&#8221; <\/span><i><span style=\"font-weight: 400;\">2023 38th IEEE\/ACM International Conference on Automated Software Engineering Workshops (ASEW)<\/span><\/i><span style=\"font-weight: 400;\">, Luxembourg, Luxembourg, 2023, pp. 78-87, doi: 10.1109\/ASEW60602.2023.00015. <\/span><span style=\"font-weight: 400;\">(Conference Rank A*, Workshop Rank A)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>A. Vescan,<\/b><span style=\"font-weight: 400;\"><strong> R. G\u0103ceanu<\/strong> and A. Szederjesi-Dragomir, &#8220;Neural Network-Based Test Case Prioritization in Continuous Integration,&#8221; <\/span><i><span style=\"font-weight: 400;\">2023 38th IEEE\/ACM International Conference on Automated Software Engineering Workshops (ASEW)<\/span><\/i><span style=\"font-weight: 400;\">, Luxembourg, Luxembourg, 2023, pp. 68-77, doi: 10.1109\/ASEW60602.2023.00014.\u00a0 <\/span><span style=\"font-weight: 400;\">(Conference Rank A*, Workshop Rank A)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>A. Vescan<\/b><span style=\"font-weight: 400;\"> and <strong>R. G\u0103ceanu<\/strong>, &#8220;Cross-Project Defect Prediction using Supervised and Unsupervised Learning: a Replication Study,&#8221; <\/span><i><span style=\"font-weight: 400;\">2023 27th International Conference on System Theory, Control and Computing (ICSTCC)<\/span><\/i><span style=\"font-weight: 400;\">, Timisoara, Romania, 2023, pp. 440-447, doi: 10.1109\/ICSTCC59206.2023.10308464. (ISI proceedings)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dblp.org\/pid\/81\/7537.html\"><span style=\"font-weight: 400;\">Simona Motogna<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><b>Andreea Vescan, <\/b><a href=\"https:\/\/dblp.org\/pid\/41\/7080.html\"><b>Camelia Serba<\/b><\/a><b>n, <\/b><span style=\"font-weight: 400;\">Empirical investigation in embedded systems: Quality attributes in general, maintainability in particular. <\/span><a href=\"https:\/\/dblp.org\/db\/journals\/jss\/jss201.html#MotognaVS23\"><span style=\"font-weight: 400;\">J. Syst. Softw. 201<\/span><\/a><span style=\"font-weight: 400;\">: 111678 (2023)<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">2022<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Vescan, A., \u015eerban, C., <\/b><span style=\"font-weight: 400;\">Cri\u015fan, G.C. Computational intelligence in software defects rules discovery. Soft Comput 26, 6925\u20136939 (2022), <a href=\"https:\/\/doi.org\/10.1007\/s00500-021-06646-9\">https:\/\/doi.org\/10.1007\/s00500-021-06646-9<\/a><\/span><span style=\"font-weight: 400;\">\u00a0(Journal ISI rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Andreea Vescan,<\/b><span style=\"font-weight: 400;\"> Camelia-M Pintea, Petric\u0103 C Pop, Test Case Prioritization\u2014ANT Algorithm With Faults Severity, Logic Journal of the IGPL, Volume 30, Issue 2, April 2022, Pages 277\u2013288, <a href=\"https:\/\/doi.org\/10.1093\/jigpal\/jzaa061\">https:\/\/doi.org\/10.1093\/jigpal\/jzaa061<\/a>\u00a0<\/span><span style=\"font-weight: 400;\">(Journal ISI Rank A)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Julie Henry, Bruno Dumas, <\/span><b>Andreea Vescan,<\/b> <span style=\"font-weight: 400;\">Alexandra Maria Pasca<\/span><span style=\"font-weight: 400;\">, Student misconceptions about finite state machines: identify them in order to create a concept inventory, In Proceedings of the 4th International Workshop on Education through Advanced Software Engineering and Artificial Intelligence (EASEAI 2022). Association for Computing Machinery, New York, NY, USA, 2\u20139. <a href=\"https:\/\/doi.org\/10.1145\/3548660.3561330\">https:\/\/doi.org\/10.1145\/3548660.3561330<\/a> ,\u00a0 <\/span><span style=\"font-weight: 400;\">(Conference Rank A*, Workshop Rank A)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cristina-Maria Tiutin and Andreea Vescan<\/b><span style=\"font-weight: 400;\">. 2022. Test case prioritization based on neural networks classification. In Proceedings of the 2nd ACM International Workshop on AI and Software Testing\/Analysis (AISTA 2022 at ISSTA conference). Association for Computing Machinery, New York, NY, USA, 9\u201316. <a href=\"https:\/\/doi.org\/10.1145\/3536168.3543300\">https:\/\/doi.org\/10.1145\/3536168.3543300<\/a>, <\/span><span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\">(Conference Rank A, <\/span><span style=\"font-weight: 400;\">Workshop Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Niculescu, V.; <\/span><b>\u015eerban, C. and Vescan, A.<\/b><span style=\"font-weight: 400;\"> (2022). Towards an Overhead Estimation Model for Multithreaded Parallel Programs. In <\/span><i><span style=\"font-weight: 400;\">Proceedings of the 17th International Conference on Evaluation of Novel Approaches to Software Engineering &#8211; ENASE,<\/span><\/i><span style=\"font-weight: 400;\"> ISBN 978-989-758-568-5; ISSN 2184-4895, pages 502-509. DOI: 10.5220\/0011083400003176, <\/span><span style=\"font-weight: 400;\">(Conference Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dblp.org\/pid\/72\/6718.html\"><span style=\"font-weight: 400;\">Virginia Niculescu<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/dblp.org\/pid\/41\/7080.html\"><b>Camelia Serban<\/b><\/a><b>, Andreea Vescan,<\/b><span style=\"font-weight: 400;\"> A New Metric for Multithreaded Parallel Programs Overhead Time Prediction. <\/span><a href=\"https:\/\/dblp.org\/db\/conf\/enase\/enase2022s.html#NiculescuSV22a\"><span style=\"font-weight: 400;\">ENASE (Selected Papers) 2022<\/span><\/a><span style=\"font-weight: 400;\">: 315-336<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">2021<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Andreea Vescan, <\/b><span style=\"font-weight: 400;\">Adrian Pintea, Lukas Linsbauer, and <\/span><b>Alexander Egyed.<\/b><span style=\"font-weight: 400;\"> 2021. Genetic programming for feature model synthesis: a replication study. Empirical Softw. Engg. 26, 4 (Jul 2021), <a href=\"https:\/\/doi.org\/10.1007\/s10664-021-09947-7\">https:\/\/doi.org\/10.1007\/s10664-021-09947-7<\/a> <\/span><span style=\"font-weight: 400;\">(Revista ISI Rank A)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Andreea Vescan, Serban Camelia<\/b><span style=\"font-weight: 400;\">, and Alisa-Daniela Budur. 2021. Towards a Reliability Prediction Model based on Internal Structure and Post-Release Defects Using Neural Networks. In Evaluation and Assessment in Software Engineering (EASE 2021). Association for Computing Machinery, New York, NY, USA, 379\u2013386, <a href=\"https:\/\/doi.org\/10.1145\/3463274.3463363\">https:\/\/doi.org\/10.1145\/3463274.3463363<\/a><\/span><span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\">(Conference Rank A, <\/span><span style=\"font-weight: 400;\">Workshop Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>A. Vescan, C. \u015eerban<\/b><span style=\"font-weight: 400;\"> and G. C. Cri\u015fan, &#8220;Software Defects Rules Discovery,&#8221; 2021 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), 2021, pp. 101-109, doi: 10.1109\/ICSTW52544.2021.00028.<\/span> <span style=\"font-weight: 400;\">(Conference Rank A, <\/span><span style=\"font-weight: 400;\">Workshop Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dblp.org\/pid\/41\/7080.html\"><b>Camelia Serban<\/b><\/a><b>, Andreea Vescan<\/b><span style=\"font-weight: 400;\">, Towards a Neural Network based Reliability Prediction Model via Bugs and Changes. <\/span><a href=\"https:\/\/dblp.org\/db\/conf\/icsoft\/icsoft2021.html#SerbanV21\"><span style=\"font-weight: 400;\">ICSOFT 2021<\/span><\/a><span style=\"font-weight: 400;\">: 302-309, <\/span><span style=\"font-weight: 400;\">(Conference Rank B, core 2021)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Andreea Vescan, <\/b><span style=\"font-weight: 400;\">Camelia Chisalita-Cretu, <\/span><b>Camelia Serban<\/b><span style=\"font-weight: 400;\">, and Laura Diosan. 2021. On the use of evolutionary algorithms for test case prioritization in regression testing considering requirements dependencies. In Proceedings of the 1st ACM International Workshop on AI and Software Testing\/Analysis (AISTA 2021, at ISSTA conference). Association for Computing Machinery, New York, NY, USA, 1\u20138. <\/span><a href=\"https:\/\/doi.org\/10.1145\/3464968.3468407\"><span style=\"font-weight: 400;\">https:\/\/doi.org\/10.1145\/3464968.3468407<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\">(Conference Rank A, <\/span><span style=\"font-weight: 400;\">Workshop Rank B)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dblp.org\/pid\/257\/6686.html\"><span style=\"font-weight: 400;\">Be\u00e1ta Lorincz<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/dblp.org\/pid\/299\/9311.html\"><b>Bogdan Iudean<\/b><\/a><b>, Andreea Vescan<\/b><span style=\"font-weight: 400;\">: Experience report on teaching testing through gamification. <\/span><a href=\"https:\/\/dblp.org\/db\/conf\/sigsoft\/easeai2021.html#LorinczIV21\"><span style=\"font-weight: 400;\">EASEAI@ESEC\/SIGSOFT FSE 2021<\/span><\/a><span style=\"font-weight: 400;\">: 15-22,\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Modoi O-C, <\/span><b>Vescan A<\/b><span style=\"font-weight: 400;\">., Environmental Protection and Social Entrepreneurship Activities: The Vision of the Young People. Environmental Sciences Proceedings. 2021; 9(1):15. <\/span><a href=\"https:\/\/doi.org\/10.3390\/environsciproc2021009015\"><span style=\"font-weight: 400;\">https:\/\/doi.org\/10.3390\/environsciproc2021009015<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><span style=\"font-weight: 400;\">(Conference Rank A*, Workshop Rank A)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dblp.org\/pid\/277\/8726.html\"><span style=\"font-weight: 400;\">Ioana-Alexandra Todericiu<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/dblp.org\/pid\/41\/7080.html\"><b>Camelia Serban<\/b><\/a><b>, Andreea Vescan<\/b><span style=\"font-weight: 400;\">: Students perception on the impact of their involvement in the learning process: an empirical study. <\/span><a href=\"https:\/\/dblp.org\/db\/conf\/sigsoft\/easeai2021.html#TodericiuSV21\"><span style=\"font-weight: 400;\">EASEAI@ESEC\/SIGSOFT FSE 2021<\/span><\/a><span style=\"font-weight: 400;\">: 39-46, <\/span><span style=\"font-weight: 400;\">(Conference Rank A*, Workshop Rank A)<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">2020\u00a0<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Andreea Vescan, Serban, C.<\/b><span style=\"font-weight: 400;\">,\u00a0 2020. Facilitating model checking learning through experiential learning. In Proceedings of the 2nd ACM SIGSOFT International Workshop on Education through Advanced Software Engineering and Artificial Intelligence (EASEAI 2020). Association for Computing Machinery, New York, NY, USA, 13\u201319. DOI:<\/span><a href=\"https:\/\/doi.org\/10.1145\/3412453.3423196\"><span style=\"font-weight: 400;\">https:\/\/doi.org\/10.1145\/3412453.3423196<\/span><\/a><span style=\"font-weight: 400;\">,\u00a0 <\/span><span style=\"font-weight: 400;\">(Conference Rank A*, Workshop Rank A)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dblp.org\/pid\/41\/7080.html\"><b>Camelia Serban<\/b><\/a><b>,<\/b> <a href=\"https:\/\/dblp.org\/pid\/72\/6718.html\"><span style=\"font-weight: 400;\">Virginia Niculescu<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><b>Andreea Vescan, <\/b><span style=\"font-weight: 400;\">Attaining competencies in software quality oriented design based on cyclic learning. <\/span><a href=\"https:\/\/dblp.org\/db\/conf\/fie\/fie2020.html#SerbanNV20\"><span style=\"font-weight: 400;\">FIE 2020<\/span><\/a><span style=\"font-weight: 400;\">: 1-9<\/span><span style=\"font-weight: 400;\">(Conference\u00a0 rank B, CORE 2020)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/dblp.org\/pid\/41\/7080.html\"><b>Camelia Serban<\/b><\/a><b>, Andreea Vescan,<\/b><span style=\"font-weight: 400;\"> Towards an Evaluation Process around Active Learning based Methods. <\/span><a href=\"https:\/\/dblp.org\/db\/conf\/fie\/fie2020.html#SerbanV20\"><span style=\"font-weight: 400;\">FIE 2020<\/span><\/a><span style=\"font-weight: 400;\">: 1-7 <\/span><span style=\"font-weight: 400;\">(Conference rank B, CORE 2020)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cristina Maria Tiutin,<\/b><span style=\"font-weight: 400;\"> M. Trifan,<\/span><b> A Vescan<\/b><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=en&amp;user=yp9tz7AAAAAJ&amp;cstart=20&amp;pagesize=80&amp;sortby=pubdate&amp;citation_for_view=yp9tz7AAAAAJ:GnPB-g6toBAC\"><span style=\"font-weight: 400;\">Defect prediction-based test case prioritization<\/span><\/a><span style=\"font-weight: 400;\">, Studia Universitatis Babe\u0219-Bolyai Informatica, 78-93<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Andreea Vescan<\/b><span style=\"font-weight: 400;\">, Camelia-M Pintea, Petrica C Pop, Solving the test case prioritization problem with secure features using ant colony system, International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Seville, Spain, May 13th-15th, 2019 Proceedings, Pages 67-76, Publisher Springer International Publishing<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>A. Vescan and C. \u015eerban<\/strong>, &#8220;Towards a new Test Case Prioritization Approach based on Fuzzy Clustering Analysis,&#8221; 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME), 2020, pp. 786-788, doi: 10.1109\/ICSME46990.2020.00091.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>2026 Andreea Galbin-Nasui, Current Trends and Insights in Bug Reporting: A Systematic Literature Review, International Conference on Agents and Artificial Intelligence (ICAART 2026), https:\/\/icaart.scitevents.org\/, 5-7March 2026, Marbella, Spain Camelia-Petrina Nadejde, Emerging Patterns and Research Directions on Machine Learning in Software Defect Prediction: A Systematic Literature Review, International Conference on Agents and Artificial Intelligence (ICAART 2026),&hellip; <a class=\"more-link\" href=\"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/?page_id=89\">Continue reading <span class=\"screen-reader-text\">Publications<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/index.php?rest_route=\/wp\/v2\/pages\/89"}],"collection":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=89"}],"version-history":[{"count":23,"href":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/index.php?rest_route=\/wp\/v2\/pages\/89\/revisions"}],"predecessor-version":[{"id":262,"href":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/index.php?rest_route=\/wp\/v2\/pages\/89\/revisions\/262"}],"wp:attachment":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~avescan\/testum\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=89"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}