| Github copilot ai pair programmer: Asset or liability? AM Dakhel, V Majdinasab, A Nikanjam, F Khomh, MC Desmarais, ... Journal of Systems and Software 203, 111734, 2023 | 396 | 2023 |
| How to certify machine learning based safety-critical systems? A systematic literature review F Tambon, G Laberge, L An, A Nikanjam, PSN Mindom, Y Pequignot, ... Automated Software Engineering 29 (2), 38, 2022 | 85 | 2022 |
| Effective test generation using pre-trained large language models and mutation testing AM Dakhel, A Nikanjam, V Majdinasab, F Khomh, MC Desmarais Information and Software Technology 171, 107468, 2024 | 59 | 2024 |
| Deadlock detection in complex software systems specified through graph transformation using Bayesian optimization algorithm E Pira, V Rafe, A Nikanjam Journal of Systems and Software 131, 181-200, 2017 | 46 | 2017 |
| A meta-heuristic solution for automated refutation of complex software systems specified through graph transformations V Rafe, M Moradi, R Yousefian, A Nikanjam Applied Soft Computing 33, 136-149, 2015 | 46 | 2015 |
| EMCDM: Efficient model checking by data mining for verification of complex software systems specified through architectural styles E Pira, V Rafe, A Nikanjam Applied Soft Computing 49, 1185-1201, 2016 | 40 | 2016 |
| Bug characterization in machine learning-based systems MM Morovati, A Nikanjam, F Tambon, F Khomh, ZM Jiang Empirical Software Engineering 29 (1), 14, 2024 | 38 | 2024 |
| Faults in deep reinforcement learning programs: a taxonomy and a detection approach A Nikanjam, MM Morovati, F Khomh, H Ben Braiek Automated software engineering 29 (1), 8, 2022 | 34 | 2022 |
| Automatic fault detection for deep learning programs using graph transformations A Nikanjam, HB Braiek, MM Morovati, F Khomh ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (1), 1-27, 2021 | 32 | 2021 |
| Introducing v0. 5 of the ai safety benchmark from mlcommons B Vidgen, A Agrawal, AM Ahmed, V Akinwande, N Al-Nuaimi, N Alfaraj, ... arXiv preprint arXiv:2404.12241, 2024 | 31 | 2024 |
| Bugs in Large Language Models Generated Code: An Empirical Study F Tambon, AM Dakhel, A Nikanjam, F Khomh, MC Desmarais, G Antoniol arXiv preprint arXiv:2403.08937, 2024 | 31 | 2024 |
| Silent bugs in deep learning frameworks: an empirical study of keras and tensorflow F Tambon, A Nikanjam, L An, F Khomh, G Antoniol Empirical Software Engineering 29 (1), 10, 2024 | 31 | 2024 |
| An empirical study of challenges in converting deep learning models M Openja, A Nikanjam, AH Yahmed, F Khomh, ZMJ Jiang 2022 IEEE International Conference on Software Maintenance and Evolution …, 2022 | 29 | 2022 |
| Why don’t xai techniques agree? characterizing the disagreements between post-hoc explanations of defect predictions S Roy, G Laberge, B Roy, F Khomh, A Nikanjam, S Mondal 2022 IEEE International Conference on Software Maintenance and Evolution …, 2022 | 26 | 2022 |
| Cyrus 2D Simulation Team Description Paper 2016 N Zare, A Keshavarzi, SE Beheshtian, H Mowla, A Akbarpour, H Jafari, ... arXiv preprint arXiv:2202.03726, 2022 | 24 | 2022 |
| Using evolutionary algorithms for reachability analysis of complex software systems specified through graph transformation E Pira, V Rafe, A Nikanjam Reliability Engineering & System Safety 191, 106577, 2019 | 24 | 2019 |
| Searching for violation of safety and liveness properties using knowledge discovery in complex systems specified through graph transformations E Pira, V Rafe, A Nikanjam Information and Software Technology 97, 110-134, 2018 | 24 | 2018 |
| Bugs in machine learning-based systems: a faultload benchmark MM Morovati, A Nikanjam, F Khomh, ZM Jiang Empirical Software Engineering 28 (3), 62, 2023 | 23 | 2023 |
| Data cleaning and machine learning: a systematic literature review PO Côté, A Nikanjam, N Ahmed, D Humeniuk, F Khomh Automated Software Engineering 31 (2), 54, 2024 | 19 | 2024 |
| An evolutionary approach to clustering ensemble M Mohammadi, A Nikanjam, A Rahmani 2008 Fourth International Conference on Natural Computation 3, 77-82, 2008 | 18 | 2008 |
Foutse KhomhNSERC Arthur B. McDonald Fellow, CRC Tier 1, Canada CIFAR AI Chair, FRQ-IVADO Chair, Full Professorpolymtl.ca의 이메일 확인됨