Tambon, F., Khomh, F. & Antoniol, G. (2023). A probabilistic framework for mutation testing in deep neural networks. Information and Software Technology, 155, 13 pages. Retrieved from https://doi.org/10.1016/j.infsof.2022.107129
Directory of Experts
Khomh, Foutse

Directory of Experts
Khomh, Foutse
Directory of Experts
Publications by type
Journal article (70)
Conference paper (140)
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Foutse Khomh (224)
- Journal articles (70)
- 2023
Journal article Journal article Muse, B.A., Khomh, F. & Antoniol, G. (2023). Refactoring practices in the context of data-intensive systems. Empirical Software Engineering, 28(2), 66 pages. Retrieved from https://doi.org/10.1007/s10664-022-10271-x
- 2022
Journal article Uddin, G., Guéhénuc, Y.-G., Khomh, F. & Roy, C.K. (2022). An Empirical Study of the Effectiveness of an Ensemble of Stand-alone Sentiment Detection Tools for Software Engineering Datasets. ACM Transactions on Software Engineering and Methodology, 31(3), 38 pages. Retrieved from https://doi.org/10.1145/3491211Journal article Humeniuk, D., Khomh, F. & Antoniol, G. (2022). A search-based framework for automatic generation of testing environments for cyber-physical systems. Information and Software Technology, 149, 17 pages. Retrieved from https://doi.org/10.1016/j.infsof.2022.106936Journal article Nikanjam, A., Ben Braiek, H., Morovati, M.M. & Khomh, F. (2022). Automatic Fault Detection for Deep Learning Programs Using Graph Transformations. ACM Transactions on Software Engineering and Methodology, 31(1), 27 pages. Retrieved from https://doi.org/10.1145/3470006Journal article Jebnoun, H., Rahman, M.S., Khomh, F. & Muse, B.A. (2022). Clones in deep learning code: what, where, and why? Empirical Software Engineering, 27(4). Retrieved from https://doi.org/10.1007/s10664-021-10099-xJournal article Yahmed, A.H., Ben Braiek, H., Khomh, F., Bouzidi, S. & Zaatour, R. (2022). DiverGet: a Search-Based Software Testing approach for Deep Neural Network Quantization assessment. Empirical Software Engineering, 27(7), 32 pages. Retrieved from https://doi.org/10.1007/s10664-022-10202-wJournal article Nikanjam, A., Morovati, M.M., Khomh, F. & Ben Braiek, H. (2022). Faults in deep reinforcement learning programs: a taxonomy and a detection approach. Automated Software Engineering, 29(1), 32 pages. Retrieved from https://doi.org/10.1007/s10515-021-00313-xJournal article Muse, B.A., Nagy, C., Cleve, A., Khomh, F. & Antoniol, G. (2022). FIXME: synchronize with database! An empirical study of data access self-admitted technical debt. Empirical Software Engineering, 27(6), 42 pages. Retrieved from https://doi.org/10.1007/s10664-022-10119-4Journal article Tambon, F., Laberge, G., An, L., Nikanjam, A., Mindom, P.S.N., Pequignot, Y., Khomh, F., Antoniol, G., Merlo, E. & Laviolette, F. (2022). How to certify machine learning based safety-critical systems? A systematic literature review. Automated Software Engineering, 29(2). Retrieved from https://doi.org/10.1007/s10515-022-00337-xJournal article Abidi, M., Rahman, M.S., Openja, M. & Khomh, F. (2022). Multi-language design smells: a backstage perspective. Empirical Software Engineering, 27(5), 52 pages. Retrieved from https://doi.org/10.1007/s10664-022-10161-2Journal article Ben Braiek, H., Reid, T. & Khomh, F. (2022). Physics-guided adversarial machine learning for aircraft systems simulation. IEEE Transactions on Reliability, 15 pages. Retrieved from https://doi.org/10.1109/TR.2022.3196272Journal article Washizaki, H., Khomh, F., Gueheneuc, Y.G., Takeuchi, H., Natori, N., Doi, T. & Okuda, S. (2022). Software-Engineering Design Patterns for Machine Learning Applications. Computer, 55(3), 30-39. Retrieved from https://doi.org/10.1109/mc.2021.3137227Journal article Openja, M., Morovati, M.M., An, L., Khomh, F. & Abidi, M. (2022). Technical debts and faults in open-source quantum software systems: An empirical study. Journal of Systems and Software, 193, 28 pages. Retrieved from https://doi.org/10.1016/j.jss.2022.111458Journal article Tidjon, L.N. & Khomh, F. (2022). The different faces of AI ethics acrosse the world : a principle-to-pratice gap analysis. IEEE Transactions on Artificial Intelligence, 20 pages. Retrieved from https://doi.org/10.1109/TAI.2022.3225132Journal article Rahman, M.M., Khomh, F. & Castelluccio, M. (2022). Works for me! Cannot reproduce: A large scale empirical study of non-reproducible bugs. Empirical Software Engineering, 27(5), 45 pages. Retrieved from https://doi.org/10.1007/s10664-022-10153-2
- 2021
Journal article Uddin, G., Sabir, F., Gueheneuc, Y.G., Alam, O. & Khomh, F. (2021). An empirical study of IoT topics in IoT developer discussions on Stack Overflow. Empirical Software Engineering, 26(6), 45 pages. Retrieved from https://doi.org/10.1007/s10664-021-10021-5Journal article Abidi, M., Rahman, M.S., Openja, M. & Khomh, F. (2021). Are Multi-Language Design Smells Fault-Prone? An Empirical Study. ACM Transactions on Software Engineering and Methodology, 30(3), 56 pages. Retrieved from https://doi.org/10.1145/3432690Journal article Uddin, G., Khomh, F. & Roy, C.K. (2021). Automatic API Usage Scenario Documentation from Technical Q&A Sites. ACM Transactions on Software Engineering and Methodology, 30(3), 45 pages. Retrieved from https://doi.org/10.1145/3439769Journal article Uddin, G. & Khomh, F. (2021). Automatic Mining of Opinions Expressed About APIs in Stack Overflow. IEEE Transactions on Software Engineering, 47(3), 522-559. Retrieved from https://doi.org/10.1109/TSE.2019.2900245Journal article Silva, R.F., Rahman, M.M., Dantas, C.E., Roy, C., Khomh, F. & Maia, M.A. (2021). Improved retrieval of programming solutions with code examples using a multi-featured score. Journal of Systems and Software, 181, 14 pages. Retrieved from https://doi.org/10.1016/j.jss.2021.111063Journal article Kermansaravi, Z.A., Rahman, M.S., Khomh, F., Jaafar, F. & Guéhéneuc, Y.-G. (2021). Investigating design anti-pattern and design pattern mutations and their change- and fault-proneness. Empirical Software Engineering, 26(1), 47 pages. Retrieved from https://doi.org/10.1007/s10664-020-09900-0Journal article Thongtanunam, P., Rastogi, A., Khomh, F., Demeyer, S., Nagappan, M., Blincoe, K. & Robles, G. (2021). Shadow Program Committee Initiative: Process and Reflection. ACM SIGSOFT Software Engineering Notes, 46(4), 16–18. Retrieved from https://doi.org/10.1145/3485952.3485956Journal article Rahman, M.M., Khomh, F., Yeasmin, S. & Roy, C.K. (2021). The forgotten role of search queries in IR-based bug localization: an empirical study. Empirical Software Engineering, 26(6), 56 pages. Retrieved from https://doi.org/10.1007/s10664-021-10022-4Journal article Uddin, G., Baysal, O., Guerrouj, L. & Khomh, F. (2021). Understanding How and Why Developers Seek and Analyze API-related Opinions. IEEE Transactions on Software Engineering, 47(4), 694-735. Retrieved from https://doi.org/10.1109/TSE.2019.2903039Journal article Aly, M., Khomh, F. & Yacout, S. (2021). What Do Practitioners Discuss about IoT and Industry 4.0 Related Technologies? Characterization and Identification of IoT and Industry 4.0 Categories in Stack Overflow Discussions. Internet of Things, 14. Retrieved from https://doi.org/10.1016/j.iot.2021.100364Journal article Barrak, A., Eghan, E.E., Adams, B. & Khomh, F. (2021). Why do builds fail? A conceptual replication study. Journal of Systems and Software, 177, 15 pages. Retrieved from https://doi.org/10.1016/j.jss.2021.110939
- 2020
Journal article Soualhia, M., Khomh, F. & Tahar, S. (2020). A Dynamic and Failure-aware Task Scheduling Framework for Hadoop. IEEE Transactions on Cloud Computing, 8(2), 553-569. Retrieved from https://doi.org/10.1109/TCC.2018.2805812Journal article Politowski, C., Khomh, F., Romano, S., Scanniello, G., Petrillo, F., Guéhéneuc, Y.-G. & Maiga, A. (2020). A large scale empirical study of the impact of Spaghetti Code and Blob anti-patterns on program comprehension. Information and Software Technology, 122, 14 pages. Retrieved from https://doi.org/10.1016/j.infsof.2020.106278Journal article Barbez, A., Khomh, F. & Guéhéneuc, Y.-G. (2020). A machine-learning based ensemble method for anti-patterns detection. Journal of Systems and Software, 161, 11 pages. Retrieved from https://doi.org/10.1016/j.jss.2019.110486Journal article Verdi, M., Sami, A., Akhondali, J., Khomh, F., Uddin, G. & Karami Motlagh, A. (2020). An Empirical Study of C++ Vulnerabilities in Crowd-Sourced Code Examples. IEEE Transactions on Software Engineering, 48(5), 1497-1514. Retrieved from https://doi.org/10.1109/TSE.2020.3023664Journal article Uddin, G., Khomh, F. & Roy, C.K. (2020). Mining API usage scenarios from stack overflow. Information and Software Technology, 122, 16 pages. Retrieved from https://doi.org/10.1016/j.infsof.2020.106277Journal article Ben Braiek, H. & Khomh, F. (2020). On testing machine learning programs. Journal of Systems and Software, 164, 18 pages. Retrieved from https://doi.org/10.1016/j.jss.2020.110542Journal article Morales, R., Khomh, F. & Antoniol, G. (2020). RePOR: Mimicking humans on refactoring tasks. Are we there yet? Empirical Software Engineering, 25(4), 2960-2996. Retrieved from https://doi.org/10.1007/s10664-020-09826-7Journal article Adams, B. & Khomh, F. (2020). The Diversity Crisis of Software Engineering for Artificial Intelligence. IEEE Software, 37(5), 104-108. Retrieved from https://doi.org/10.1109/ms.2020.2975075Journal article Xu, B., An, L., Thung, F., Khomh, F. & Lo, D. (2020). Why reinventing the wheels? An empirical study on library reuse and re-implementation. Empirical Software Engineering, 25(1), 755-789. Retrieved from https://doi.org/10.1007/s10664-019-09771-0
- 2019
Journal article Johannes, D., Khomh, F. & Antoniol, G. (2019). A large-scale empirical study of code smells in JavaScript projects. Software Quality Journal, 27(3), 1271-1314. Retrieved from https://doi.org/10.1007/s11219-019-09442-9Journal article An, L., Castelluccio, M. & Khomh, F. (2019). An empirical study of DLL injection bugs in the Firefox ecosystem. Empirical Software Engineering, 24(4), 1799-1822. Retrieved from https://doi.org/10.1007/s10664-018-9677-7Journal article Asri, I.E., Kerzazi, N., Uddin, G., Khomh, F. & Janati Idrissi, M.A. (2019). An empirical study of sentiments in code reviews. Information and Software Technology, 114, 37-54. Retrieved from https://doi.org/10.1016/j.infsof.2019.06.005Journal article Aly, M., Khomh, F., Haoues, M., Quintero, A. & Yacout, S. (2019). Enforcing security in Internet of Things frameworks: A Systematic Literature Review. Internet of Things, 6, 24 pages. Retrieved from https://doi.org/10.1016/j.iot.2019.100050Journal article Aly, M., Khomh, F., Guéhéneuc, Y.-G., Washizaki, H. & Yacout, S. (2019). Is fragmentation a threat to the success of the Internet of things? IEEE Internet of Things Journal, 6(1), 472-487. Retrieved from https://doi.org/10.1109/JIOT.2018.2863180Journal article Petrillo, F., Guéhéneuc, Y.-G., Pimenta, M., Freitas, C.D.S. & Khomh, F. (2019). Swarm debugging: The collective intelligence on interactive debugging. Journal of Systems and Software, 153, 152-174. Retrieved from https://doi.org/10.1016/j.jss.2019.04.028
- 2018
Journal article Saborido, R., Khomh, F., Hindle, A. & Alba, E. (2018). An app performance optimization advisor for mobile device app marketplaces. Sustainable Computing: Informatics and Systems, 19, 29-42. Retrieved from https://doi.org/10.1016/j.suscom.2018.05.008Journal article An, L., Khomh, F. & Guéhéneuc, Y.-G. (2018). An empirical study of crash-inducing commits in Mozilla Firefox. Software Quality Journal, 26(2), 553-584. Retrieved from https://doi.org/10.1007/s11219-017-9361-yJournal article Castelluccio, M., An, L. & Khomh, F. (2018). An empirical study of patch uplift in rapid release development pipelines. Empirical Software Engineering, 24(5), 3008-3044. Retrieved from https://doi.org/10.1007/s10664-018-9665-yJournal article Barbour, L., An, L., Khomh, F., Zou, Y. & Wang, S. (2018). An investigation of the fault-proneness of clone evolutionary patterns. Software Quality Journal, 26(4), 1187-1222. Retrieved from https://doi.org/10.1007/s11219-017-9375-5Journal article Morales, R., Saborido, R., Khomh, F., Chicano, F. & Antoniol, G. (2018). EARMO: An Energy-Aware Refactoring Approach for Mobile Apps. IEEE Transactions on Software Engineering, 44(12), 1176-1206. Retrieved from https://doi.org/10.1109/TSE.2017.2757486Journal article Morales, R., Chicano, F., Khomh, F. & Antoniol, G. (2018). Efficient refactoring scheduling based on partial order reduction. Journal of Systems and Software, 145, 25-51. Retrieved from https://doi.org/10.1016/j.jss.2018.07.076Journal article Morales, R., Chicano, F., Khomh, F. & Antoniol, G. (2018). Exact search-space size for the refactoring scheduling problem. Automated Software Engineering, 25(2), 195-200. Retrieved from https://doi.org/10.1007/s10515-017-0213-6Journal article Saborido, R., Morales, R., Khomh, F., Guéhéneuc, Y.-G. & Antoniol, G. (2018). Getting the most from map data structures in Android. Empirical Software Engineering, 23(5), 2829-2864. Retrieved from https://doi.org/10.1007/s10664-018-9607-8Journal article Soh, Z., Khomh, F., Guéhéneuc, Y.-G. & Antoniol, G. (2018). Noise in Mylyn interaction traces and its impact on developers and recommendation systems. Empirical Software Engineering Journal, 23(2), 645-692. Retrieved from https://doi.org/10.1007/s10664-017-9529-xJournal article Washizaki, H., Guéhéneuc, Y.-G. & Khomh, F. (2018). ProMeTA: a taxonomy for program metamodels in program reverse engineering. Empirical Software Engineering, 23(4), 2323-2358. Retrieved from https://doi.org/10.1007/s10664-017-9592-3Journal article Adams, B., Bellomo, S., Bird, C., Debic, B., Khomh, F., Moir, K. & Oduinn, J. (2018). Release engineering 3.0. IEEE Software, 35(2), 22-25. Retrieved from https://doi.org/10.1109/MS.2018.1661327Journal article Khomh, F., Adams, B., Cheng, J., Fokaefs, M. & Antoniol, G. (2018). Software Engineering for Machine-Learning Applications: The Road Ahead. IEEE Software, 35(5), 81-84. Retrieved from https://doi.org/10.1109/MS.2018.3571224Journal article Khomh, F. & Abtahizadeh, S.A. (2018). Understanding the impact of cloud patterns on performance and energy consumption. Journal of Systems and Software, 141, 151-170. Retrieved from https://doi.org/10.1016/j.jss.2018.03.063
- 2017
Journal article Khomh, F., Lo, D. & Godfrey, M.W. (2017). Guest Editor's Introduction to the Special Issue on Source Code Analysis and Manipulation (SCAM 2015). Journal of Software: Evolution and Process, 29(12), 2 pages. Retrieved from https://doi.org/10.1002/smr.1928Journal article Guerrouj, L., Kermansaravi, Z., Arnaoudova, V., Fung, B.C.M., Khomh, F., Antoniol, G. & Guéhéneuc, Y.-G. (2017). Investigating the relation between lexical smells and change- and fault-proneness: an empirical study. Software Quality Journal, 25(3), 641-670. Retrieved from https://doi.org/10.1007/s11219-016-9318-6Journal article Morales, R., Soh, Z., Khomh, F., Antoniol, G. & Chicano, F. (2017). On the use of developers' context for automatic refactoring of software anti-patterns. Journal of Systems and Software, 128, 236-251. Retrieved from https://doi.org/10.1016/j.jss.2016.05.042Journal article Soualhia, M., Khomh, F. & Tahar, S. (2017). Task Scheduling in Big Data Platforms: A Systematic Literature Review. Journal of Systems and Software, 134(Supplement C), 170-189. Retrieved from https://doi.org/10.1016/j.jss.2017.09.001
- 2016
Journal article Wang, S., Khomh, F. & Zou, Y. (2016). Improving bug management using correlations in crash reports. Empirical Software Engineering, 21(2), 337-367. Retrieved from https://doi.org/10.1007/s10664-014-9333-9
- 2015
Journal article Upadhyaya, B., Zou, Y. & Khomh, F. (2015). An approach to extract RESTful services from web applications. International Journal of Business Process Integration and Management, 7(3), 213-227. Retrieved from https://doi.org/10.1504/IJBPIM.2015.071262Journal article Wu, W., Khomh, F., Adams, B., Guéhéneuc, Y.-G. & Antoniol, G. (2015). An exploratory study of API changes and usages based on Apache and Eclipse ecosystems. Empirical Software Engineering, 21(6), 2366-2412. Retrieved from https://doi.org/10.1007/s10664-015-9411-7Journal article Jaafar, F., Guéhéneuc, Y.-G., Hamel, S., Khomh, F. & Zulkernine, M. (2015). Evaluating the impact of design pattern and anti-pattern dependencies on changes and faults. Empirical Software Engineering, 21(3), 896-931. Retrieved from https://doi.org/10.1007/s10664-015-9361-0Journal article Mäntylä, M.V., Adams, B., Khomh, F., Engström, E. & Petersen, K. (2015). On rapid releases and software testing: a case study and a semi-systematic literature review. Empirical Software Engineering, 20(5), 1384-1425. Retrieved from https://doi.org/10.1007/s10664-014-9338-4Journal article Adams, B., Bellomo, S., Bird, C., Marshall-Keim, T., Khomh, F. & Moir, K. (2015). The practice and future of release engineering: A roundtable with three release engineers. IEEE Software, 32(2), 42-49. Retrieved from https://doi.org/10.1109/MS.2015.52Journal article Khomh, F., Adams, B., Dhaliwal, T. & Zou, Y. (2015). Understanding the impact of rapid releases on software quality : the case of Firefox. Empirical Software Engineering, 20(2), 336-373. Retrieved from https://doi.org/10.1007/s10664-014-9308-x
- 2014
Journal article Zhang, F., Khomh, F., Zou, Y. & Hassan, A.E. (2014). An empirical study of the effect of file editing patterns on software quality. Journal of Software: Evolution and Process, 26(11), 996-1029. Retrieved from https://doi.org/10.1002/smr.1659
- 2013
Journal article Barbour, L., Khomh, F. & Zou, Y. (2013). An empirical study of faults in late propagation clone genealogies. Journal of Software: Evolution and Process, 25(11), 1139-1165. Retrieved from https://doi.org/10.1002/smr.1597
- 2012
Journal article Khomh, F., Di Penta, M., Guéhéneuc, Y.-G. & Antoniol, G. (2012). An Exploratory Study of the Impact of Antipatterns on Class Change- and Fault-Proneness. Empirical Software Engineering, 17(3), 243-275. Retrieved from https://doi.org/10.1007/s10664-011-9171-y
- 2011
Journal article Khomh, F., Vaucher, S., Guéhéneuc, Y.-G. & Sahraoui, H. (2011). BDTEX: A GQM-based Bayesian approach for the detection of antipatterns. Journal of Systems and Software, 84(4), 559-572. Retrieved from https://doi.org/10.1016/j.jss.2010.11.921
- 2023
- Conference papers (140)
- 2022
Conference paper Humeniuk, D., Antoniol, G. & Khomh, F. (2022). ***AmbieGen tool at the SBST 2022 Tool Competition. Paper presented at the 15th Search-Based Software Testing Workshop (SBST 2022), En ligne / Online (pp. 43-46). Retrieved from https://doi.org/10.1145/3526072.3527531Conference paper Openja, M., Nikanjam, A., Yahmed, A.H., Khomh, F. & Jiang, Z.M.J. (2022). An Empirical Study of Challenges in Converting Deep Learning Models. Paper presented at the 39th IEEE International Conference on Software Maintenance and Evolution (ICSME 2022), Limassol, Cyprus (pp. 13-23). Retrieved from https://doi.org/10.1109/ICSME55016.2022.00010Conference paper Majidi, F., Openja, M., Khomh, F. & Li, H. (2022). An Empirical Study on the Usage of Automated Machine Learning Tools. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2022), Limassol, Cyprus (pp. 59-70). Retrieved from https://doi.org/10.1109/ICSME55016.2022.00014Conference paper Rahman, M.S., Khomh, F., Rivera, E., Guéhéneuc, Y.-G. & Lehnert, B. (2022). Challenges in machine learning application development : an industrial experience report. Paper presented at the IEEE/ACM 1st International Workshop on Software Engineering for Responsible Artificial Intelligence (SE4RAI 2022), Pittsburgh, PA, USA (pp. 21-28).Conference paper Muse, B.A., Khomh, F. & Antoniol, G. (2022). Do developers refactor data access code? An empirical study. Paper presented at the IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022), Honolulu, HI, USA (pp. 25-35). Retrieved from https://doi.org/10.1109/SANER53432.2022.00014Conference paper Marhaba, M., Merlo, E., Khomh, F. & Antoniol, G. (2022). Identification of out-of-distribution cases of CNN using class-based surprise adequacy. Paper presented at the IEEE/ACM 1st International Conference on AI Engineering - Software Engineering for AI (CAIN 2022), Pittsburgh, PA, USA (pp. 39-40).Conference paper Ramkisoen, P.K., Businge, J., Van Bladel, B., Decan, A., Demeyer, S., De Roover, C. & Khomh, F. (2022). PaReco: patched clones and missed patches among the divergent variants of a software family. Paper presented at the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2022), Singapore, Singapore (pp. 646-658). Retrieved from https://doi.org/10.1145/3540250.3549112Conference paper Ikama, A., Du, V., Belias, P., Muse, B.A., Khomh, F. & Hamdaqa, M. (2022). Revisiting the Impact of Anti-patterns on Fault-Proneness: A Differentiated Replication. Paper presented at the 22nd IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM 2022), Limassol, Cyprus (pp. 56-65). Retrieved from https://doi.org/10.1109/SCAM55253.2022.00012Conference paper Ben Braiek, H., Tfaily, A., Khomh, F., Reid, T. & Guida, C. (2022). SmOOD: Smoothness-based Out-of-Distribution Detection Approach for Surrogate Neural Networks in Aircraft Design. Paper presented at the 37th IEEE/ACM International Conference on Automated Software Engineering (ASE 2022), Rochester, MI, USA (13 pages). Retrieved from https://doi.org/10.1145/3551349.3556936Conference paper Openja, M., Majidi, F., Khomh, F., Chembakottu, B. & Li, H. (2022). Studying the Practices of Deploying Machine Learning Projects on Docker. Paper presented at the 26th ACM International Conference on Evaluation and Assessment in Software Engineering (EASE 2022), Gothenburg, Sweden (pp. 190-200). Retrieved from https://doi.org/10.1145/3530019.3530039Conference paper Roy, S., Laberge, G., Roy, B., Khomh, F., Nikanjam, A. & Mondal, S. (2022). Why Don't XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2022), Limassol, Cyprus (pp. 444-448). Retrieved from https://doi.org/10.1109/ICSME55016.2022.00056
- 2021
Conference paper Moradi Dakhel, A., Desmarais, M.C. & Khomh, F. (2021). Assessing developer expertise from the statistical distribution of programming syntax patterns. Paper presented at the 25th Evaluation and Assessment in Software Engineering Conference (EASE 2021) (pp. 90-99). Retrieved from https://doi.org/10.1145/3463274.3463343Conference paper Humeniuk, D., Antoniol, G. & Khomh, F. (2021). Data Driven Testing of Cyber Physical Systems. Paper presented at the 14th IEEE/ACM International Workshop on Search-Based Software Testing (SBST 2021), Madrid, Spain (pp. 16-19). Retrieved from https://doi.org/10.1109/SBST52555.2021.00010Conference paper Nikanjam, A. & Khomh, F. (2021). Design Smells in Deep Learning Programs: An Empirical Study. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2021), Luxembourg, Netherlands (pp. 332-342). Retrieved from https://doi.org/10.1109/ICSME52107.2021.00036Conference paper Soualhia, M., Khomh, F. & Tahar, S. (2021). Failure analysis of hadoop schedulers using an integration of model checking and simulation. Paper presented at the 9th International Symposium on Symbolic Computation in Software Science (SCSS 2021) (pp. 114-128). Retrieved from https://doi.org/10.4204/EPTCS.342.10Conference paper Kermansaravi, Z., Rahman, S., Khomh, F., Jaafar, F. & Guéhéneuc, Y.-G. (2021). Investigating design anti-pattern and design pattern mutation and their change- and fault-proneness. Paper presented at the 43rd IEEE/ACM International Conference on Software Engineering (41 pages).Conference paper Mindom, P.S.N., Nikanjam, A., Khomh, F. & Mullins, J. (2021). On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods. Paper presented at the 21st International Conference on Software Quality, Reliability and Security (QRS 2021), Hainan, China (pp. 260-269). Retrieved from https://doi.org/10.1109/QRS54544.2021.00037Conference paper Aly, M., Khomh, F. & Yacout, S. (2021). On the performance implications of deploying IoT apps as faas. Paper presented at the 1st International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC 2021), Varanasi, India (pp. 25-47). Retrieved from https://doi.org/10.1007/978-3-030-96040-7_3Conference paper Vahedi, M., Rahman, M.M., Khomh, F., Uddin, G. & Antoniol, G. (2021). Summarizing Relevant Parts from Technical Videos. Paper presented at the IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2021), Honolulu, HI, USA (pp. 434-445). Retrieved from https://doi.org/10.1109/SANER50967.2021.00047Conference paper Humeniuk, D., Antoniol, G. & Khomh, F. (2021). SWAT tool at the SBST 2021 Tool Competition. Paper presented at the 14th IEEE/ACM International Workshop on Search-Based Software Testing (SBST 2021), Madrid, Spain (pp. 42-43). Retrieved from https://doi.org/10.1109/SBST52555.2021.00019Conference paper Rivera-Landos, E., Khomh, F. & Nikanjam, A. (2021). The Challenge of Reproducible ML: An Empirical Study on The Impact of Bugs. Paper presented at the 21st International Conference on Software Quality, Reliability and Security (QRS 2021), Hainan, China (pp. 1079-1088). Retrieved from https://doi.org/10.1109/QRS54544.2021.00116Conference paper Hamidi, A., Antoniol, G., Khomh, F., Penta, M.D. & Hamidi, M. (2021). Towards Understanding Developers' Machine-Learning Challenges: A Multi-Language Study on Stack Overflow. Paper presented at the 21st IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM 2021), Luxembourg City, Luxembourg (pp. 58-69). Retrieved from https://doi.org/10.1109/SCAM52516.2021.00016Conference paper El aoun, M.R., Li, H., Khomh, F. & Openja, M. (2021). Understanding Quantum Software Engineering Challenges An Empirical Study on Stack Exchange Forums and GitHub Issues. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2021), Luxembourg, Netherlands (pp. 343-354). Retrieved from https://doi.org/10.1109/ICSME52107.2021.00037
- 2020
Conference paper Openja, M., Adams, B. & Khomh, F. (2020). Analysis of Modern Release Engineering Topics : – A Large-Scale Study using StackOverflow –. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2020), Adelaide, Australia (pp. 104-114). Retrieved from https://doi.org/10.1109/ICSME46990.2020.00020Conference paper Tiwari, D., Washizaki, H., Fukazawa, Y., Fukuoka, T., Tamaki, J., Hosotani, N., Kohama, M., Guéhéneuc, Y.-G. & Khomh, F. (2020). Commit-defect and architectural metrics-based quality assessment of C language. Paper presented at the 15th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2020), En ligne / Online (pp. 579-586). Retrieved from https://www.insticc.org/node/TechnicalProgram/enase/2020/presentationDetails/95822Conference paper Pecorelli, F., Palomba, F., Khomh, F. & De Lucia, A. (2020). Developer-Driven Code Smell Prioritization. Paper presented at the 17th IEEE/ACM International Conference on Mining Software Repositories (MSR 2020) (pp. 220-231). Retrieved from https://doi.org/10.1145/3379597.3387457Conference paper Zid, C., Humeniuk, D., Khomh, F. & Antoniol, G. (2020). Double Cycle Hybrid Testing of Hybrid Distributed IoT System. Paper presented at the 42nd IEEE/ACM International Conference on Software Engineering Workshops (ICSEW 2020), Seoul, Korea, Republic of (pp. 529-532). Retrieved from https://doi.org/10.1145/3387940.3392218Conference paper Abidi, M., Openja, M. & Khomh, F. (2020). Multi-language Design Smells: A Backstage Perspective. Paper presented at the 17th IEEE/ACM International Conference on Mining Software Repositories (MSR 2020) (pp. 615-618). Retrieved from https://doi.org/10.1145/3379597.3387508Conference paper Muse, B.A., Rahman, M.M., Nagy, C., Cleve, A., Khomh, F. & Antoniol, G. (2020). On the Prevalence, Impact, and Evolution of SQL Code Smells in Data-Intensive Systems. Paper presented at the 17th International Conference on Mining Software Repositories (MSR 2020), Seoul, Republic of Korea (pp. 327-338). Retrieved from https://doi.org/10.1145/3379597.3387467Conference paper Firouzi, E., Sami, A., Khomh, F. & Uddin, G. (2020). On the use of C# Unsafe Code Context: An Empirical Study of Stack Overflow. Paper presented at the 14th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2020), Bari, Italy (6 pages). Retrieved from https://doi.org/10.1145/3382494.3422165Conference paper Washizaki, H., Takeuchi, H., Khomh, F., Natori, N., Doi, T. & Okuda, S. (2020). Practitioners' insights on machine-learning software engineering design patterns: a preliminary study. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2020), En ligne / Online (pp. 797-799). Retrieved from https://doi.org/10.1109/ICSME46990.2020.00095Conference paper Washizaki, H., Khomh, F. & Guéhéneuc, Y.-G. (2020). Software engineering patterns for machine learning applications (SEP4MLA). Paper presented at the 9th Asian Conference on Pattern Languages of Program in 2020 (AsianPLoP 2020), Taipei, Taiwan (10 pages).Conference paper Washizaki, H., Khomh, F., Guéhéneuc, Y.-G., Takeuchi, H., Okuda, S., Natori, N. & Shioura, N. (2020). Software Engineering Patterns for Machine Learning Applications (SEP4MLA) - Part 2. Paper presented at the 27th Conference on Pattern Languages of Programs in 2020 (PLoP' 2020) (10 pages).Conference paper Berhe, S., Maynard, M. & Khomh, F. (2020). Software Release Patterns When is it a good time to update a software component? Paper presented at the 11th International Conference on Ambient Systems, Networks and Technologies (ANT 2020) and 3rd International Conference on Emerging Data and Industry 4.0 (EDI40 2020), Warsaw, Poland. (Published in Procedia Computer Science, 170, 618-625). Retrieved from https://doi.org/10.1016/j.procs.2020.03.142Conference paper Jebnoun, H., Braiek, H.B., Rahman, M.M. & Khomh, F. (2020). The Scent of Deep Learning Code: An Empirical Study. Paper presented at the 17th IEEE/ACM International Conference on Mining Software Repositories (MSR 2020) (pp. 420-430). Retrieved from https://doi.org/10.1145/3379597.3387479Conference paper Abidi, M. & Khomh, F. (2020). Towards the definition of patterns and code smells for multi-language systems. Paper presented at the European Conference on Pattern Languages of Programs (EuroPLoP 2020), New York, NY, USA (13 pages). Retrieved from https://doi.org/10.1145/3424771.3424792Conference paper Rahman, M.M., Khomh, F. & Castelluccio, M. (2020). Why are Some Bugs Non-Reproducible? : An Empirical Investigation using Data Fusion. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2020), En ligne / Online (pp. 605-616). Retrieved from https://doi.org/10.1109/ICSME46990.2020.00063
- 2019
Conference paper Abidi, M., Khomh, F. & Guéhéneuc, Y.-G. (2019). Anti-patterns for multi-language systems. Paper presented at the 24th European Conference on Pattern Languages of Programs (EuroPLoP 2019), Irsee, Germany (14 pages). Retrieved from https://doi.org/10.1145/3361149.3364227Conference paper Abidi, M., Grichi, M. & Khomh, F. (2019). Behind the scenes: developers' perception of multi-language practices. Paper presented at the 29th Annual International Conference on Computer Science and Software Engineering (CASCON 2019), Toronto, Ontario, Canada (pp. 72-81). Retrieved from https://dl.acm.org/citation.cfm?id=3370280Conference paper Abidi, M., Grichi, M., Khomh, F. & Guéhéneuc, Y.-G. (2019). Code smells for multi-language systems. Paper presented at the 24th European Conference on Pattern Languages of Programs (EuroPLoP 2019), Irsee, Germany (13 pages). Retrieved from https://doi.org/10.1145/3361149.3361161Conference paper Ben Braiek, H. & Khomh, F. (2019). DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2019), Cleveland, OH, United states (pp. 454-458). Retrieved from https://doi.org/10.1109/ICSME.2019.00078Conference paper Barbez, A., Khomh, F. & Guéhéneuc, Y.-G. (2019). Deep Learning Anti-Patterns from Code Metrics History. Paper presented at the IEEE International Conference on Software Maintenance and Evolution, (ICSME 2019), Cleveland, OH, United states (pp. 114-124). Retrieved from https://doi.org/10.1109/ICSME.2019.00021Conference paper Soualhia, M., Fu, C. & Khomh, F. (2019). Infrastructure fault detection and prediction in edge cloud environments. Paper presented at the 4th ACM/IEEE Symposium on Edge Computing (SEC 2019), Arlington, Virginia (pp. 222-235). Retrieved from https://doi.org/10.1145/3318216.3363305Conference paper Grichi, M., Abidi, M., Guéhéneuc, Y.-G. & Khomh, F. (2019). State of practices of Java native interface. Paper presented at the 29th Annual International Conference on Computer Science and Software Engineering (CASCON 2019), Toronto, Ontario, Canada (pp. 274-283). Retrieved from https://dl.acm.org/citation.cfm?id=3370301Conference paper Businge, J., Openja, M., Kavaler, D., Bainomugisha, E., Khomh, F. & Filkov, V. (2019). Studying Android App Popularity by Cross-Linking GitHub and Google Play Store. Paper presented at the 26th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2019), Hangzhou, China (pp. 287-297). Retrieved from https://doi.org/10.1109/SANER.2019.8667998Conference paper Washizaki, H., Uchida, H., Khomh, F. & Gueheneuc, Y.-G. (2019). Studying Software Engineering Patterns for Designing Machine Learning Systems. Paper presented at the 10th International Workshop on Empirical Software Engineering in Practice (IWESEP 2019), Tokyo, Japan (pp. 49-54). Retrieved from https://doi.org/10.1109/IWESEP49350.2019.00017Conference paper Ben Braiek, H. & Khomh, F. (2019). TFCheck : A TensorFlow Library for Detecting Training Issues in Neural Network Programs. Paper presented at the 19th IEEE International Conference on Software Quality, Reliability and Security (QRS 2019), Sofia, Bulgaria (pp. 426-433). Retrieved from https://doi.org/10.1109/QRS.2019.00059Conference paper Uddin, G., Khomh, F. & Roy, C.K. (2019). Towards crowd-sourced API documentation. Paper presented at the 41st International Conference on Software Engineering - Software Engineering in Practice (ICSE-SEIP 2019), Montréal, Québec, Canada (pp. 310-311). Retrieved from https://doi.org/10.1109/ICSE-Companion.2019.00129
- 2018
Conference paper Khomh, F. & Guéhéneuc, Y.-G. (2018). Design patterns impact on software quality: Where are the theories? Paper presented at the 25th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2018), Campobasso, Italy (pp. 15-25). Retrieved from https://doi.org/10.1109/SANER.2018.8330193Conference paper Yamashita, A., Petrillo, F., Khomh, F. & Guéhéneuc, Y.-G. (2018). Developer interaction traces backed by IDE screen recordings from think aloud sessions. Paper presented at the 15th ACM/IEEE International Conference on Mining Software Repositories (MSR 2018), Gothenburg, Sweden (pp. 50-53). Retrieved from https://doi.org/10.1145/3196398.3196457Conference paper Morales, R., Saborido, R., Khomh, F., Chicano, F. & Antoniol, G. (2018). EARMO: An energy-aware refactoring approach for mobile apps [Abstract]. Presented at the 40th IEEE/ACM International Conference on Software Engineering (ICSE 2018), Gothenburg, Sweden (1 page). Retrieved from https://doi.org/10.1145/3180155.3182524Conference paper Barrak, A., Laverdière, M.-A., Khomh, F., An, L. & Merlo, E. (2018). Just-in-time Detection of Protection-Impacting Changes on WordPress and MediaWiki. Paper presented at the 28th Annual International Conference on Computer Science and Software Engineering (CASCON 2018), Toronto, Canada (pp. 178-188).Conference paper Fakhoury, S., Arnaoudova, V., Noiseux, C., Khomh, F. & Antoniol, G. (2018). Keep it simple: Is deep learning good for linguistic smell detection? Paper presented at the 25th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2018), Campobasso, Italy (pp. 602-611). Retrieved from https://doi.org/10.1109/SANER.2018.8330265Conference paper Aly, M., Khomh, F. & Yacout, S. (2018). Kubernetes or OpenShift? Which Technology Best Suits Eclipse Hono IoT Deployments. Paper presented at the 11th IEEE Conference on Service-Oriented Computing and Applications (SOCA 2018), Paris, France (pp. 113-120). Retrieved from https://doi.org/10.1109/SOCA.2018.00024Conference paper Ben Braiek, H., Khomh, F. & Adams, B. (2018). The open-closed principle of modern machine learning frameworks. Paper presented at the 15th International Conference on Mining Software Repositories (MSR 2018), Gothenburg, Sweden (pp. 353-363). Retrieved from https://doi.org/10.1145/3196398.3196445Conference paper Ghrairi, N., Kpodjedo, S., Barrak, A., Petrillo, F. & Khomh, F. (2018). The state of practice on virtual reality (VR) applications: an exploratory study on github and stack overflow. Paper presented at the IEEE International Conference on Software Quality, Reliability and Security (QRS 2018), Lisbon, Portugal (pp. 356-366). Retrieved from https://doi.org/10.1109/QRS.2018.00048Conference paper Le, A., Khomh, F., McIntosh, S. & Castelluccio, M. (2018). Why Did This Reviewed Code Crash? An Empirical Study of Mozilla Firefox. Paper presented at the 25th Asia-Pacific Software Engineering Conference (APSEC 2018), Nara, Japan (10 pages).
- 2017
Conference paper Saboury, A., Musavi, P., Khomh, F. & Antoniol, G. (2017). An empirical study of code smells in JavaScript projects. Paper presented at the 24th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2017), Klagenfurt, Austria (pp. 294-305). Retrieved from https://doi.org/10.1109/SANER.2017.7884630Conference paper Uddin, G. & Khomh, F. (2017). Automatic summarization of API reviews. Paper presented at the 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2017), Urbana-Champaign, IL (pp. 159-170). Retrieved from https://doi.org/10.1109/ASE.2017.8115629Conference paper Armstrong, F., Khomh, F. & Adams, B. (2017). Broadcast vs. unicast review technology: Does it matter? Paper presented at the 10th IEEE International Conference on Software Testing, Verification and Validation (ICST 2017), Tokyo, Japan (pp. 219-229). Retrieved from https://doi.org/10.1109/icst.2017.27Conference paper Businge, J., Kawuma, S., Bainomugisha, E., Khomh, F. & Nabaasa, E. (2017). Code authorship and fault-proneness of open-source Android applications: An empirical study. Paper presented at the 13th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE 2017), Toronto, Canada (pp. 33-42). Retrieved from https://doi.org/10.1145/3127005.3127009Conference paper Saborido, R., Khomh, F., Antoniol, G. & Guéhéneuc, Y.-G. (2017). Comprehension of ads-supported and paid Android applications: Are they different? Paper presented at the 25th International Conference on Program Comprehension (ICPC 2017), Buenos Aires, Argentina (pp. 143-153). Retrieved from https://doi.org/10.1109/ICPC.2017.25Conference paper Petrillo, F., Mandian, H., Yamashita, A., Khomh, F. & Guéhéneuc, Y.-G. (2017). How do developers toggle breakpoints? Observational studies. Paper presented at the IEEE International Conference on Software Quality, Reliability and Security (QRS 2017), Prague, Czech Republic (pp. 285-295). Retrieved from https://doi.org/10.1109/QRS.2017.39Conference paper Castelluccio, M., An, L. & Khomh, F. (2017). Is it safe to uplift this patch? : An empirical study on Mozilla Firefox. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2017), Shanghai, China (pp. 411-421). Retrieved from https://doi.org/10.1109/ICSME.2017.82Conference paper Uddin, G. & Khomh, F. (2017). Opiner: An opinion search and summarization engine for APIs. Paper presented at the 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2017), Urbana Champaign, IL (pp. 978-983). Retrieved from https://doi.org/10.1109/ASE.2017.8115715Conference paper Zampetti, F., Noiseux, C., Antoniol, G., Khomh, F. & Di Penta, M. (2017). Recommending When Design Technical Debt Should Be Self-Admitted. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2017), Shanghai, China (pp. 216-226). Retrieved from https://doi.org/10.1109/ICSME.2017.44Conference paper Yamashita, A., Abtahizadeh, S.A., Khomh, F. & Guéhéneuc, Y.G. (2017). Software evolution and defects from controlled, multiple industrial case studies. Paper presented at the 14th International Conference on Mining Software Repositories (MSR 2017), Buenos Aires, Argentina (4 pages). Retrieved from https://doi.org/10.5281/zenodo.580504Conference paper Yamashita, A., Abtahizadeh, S.A., Khomh, F. & Guéhéneuc, Y.G. (2017). Software Evolution and Quality Data from Controlled, Multiple, Industrial Case Studies. Paper presented at the IEEE/ACM 14th International Conference on Mining Software Repositories (MSR 2017), Buenos Aires, Argentina (pp. 507-510). Retrieved from https://doi.org/10.1109/MSR.2017.44Conference paper An, L., Mlouki, O., Khomh, F. & Antoniol, G. (2017). Stack Overflow: A code laundering platform? Paper presented at the 24th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2017), Klagenfurt, Austria (pp. 283-293). Retrieved from https://doi.org/10.1109/SANER.2017.7884629
- 2016
Conference paper Bani, B., Khomh, F. & Guéhéneuc, Y.-G. (2016). A Study of the Energy Consumption of Databases and Cloud Patterns. Paper presented at the 14th International Conference on Service-Oriented Computing (ICSOC 2016), Banff, Canada (pp. 606-614). Retrieved from https://doi.org/10.1007/978-3-319-46295-0_40Conference paper Washizaki, H., Gueheneuc, Y.G. & Khomh, F. (2016). A Taxonomy for Program Metamodels in Program Reverse Engineering. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2016), Raleigh, NC (pp. 44-55). Retrieved from https://doi.org/10.1109/ICSME.2016.82Conference paper Soh, Z., Yamashita, A., Khomh, F. & Guéhéneuc, Y.-G. (2016). Do code smells impact the effort of different maintenance programming activities? Paper presented at the 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2106), Osaka, Japan (pp. 393-402). Retrieved from https://doi.org/10.1109/SANER.2016.103Conference paper Musavi, P., Adams, B. & Khomh, F. (2016). Experience Report: An Empirical Study of API Failures in OpenStack Cloud Environments. Paper presented at the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Ontario (pp. 424-434). Retrieved from https://doi.org/10.1109/ISSRE.2016.42Conference paper Morales, R., Sabané, A., Musavi, P., Khomh, F., Chicano, F. & Antoniol, G. (2016). Finding the best compromise between design quality and testing effort during refactoring. Paper presented at the 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), Osaka, Japan (pp. 24-35). Retrieved from https://doi.org/10.1109/SANER.2016.23Conference paper Mlouki, O., Khomh, F. & Antoniol, G. (2016). On the detection of licenses violations in android ecosystem. Paper presented at the 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), Osaka, Japan (pp. 382-392). Retrieved from https://doi.org/10.1109/SANER.2016.73Conference paper Infantes, R.S., Beltrame, G., Khomh, F., Alba, E. & Antoniol, G. (2016). Optimizing user experience in choosing Android applications. Paper presented at the 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), Osaka, Japan (pp. 438-448). Retrieved from https://doi.org/10.1109/SANER.2016.64Conference paper Washizaki, H., Guéhéneuc, Y.G. & Khomh, F. (2016). Patterns for program reverse engineering from the viewpoint of metamodel. Paper presented at the 23rd ACM Conference on Pattern Languages of Programs (PLoP 2016), Monticello, Illinois (9 pages). Retrieved from https://dl.acm.org/doi/10.5555/3158161.3158165Conference paper Guerrouj, L., Baysal, O., Lo, D. & Khomh, F. (2016). Software analytics: challenges and opportunities. Paper presented at the 38th International Conference on Software Engineering Companion (ICSE 2016), Austin, TX (pp. 902-903). Retrieved from https://doi.org/10.1145/2889160.2891055Conference paper Karasneh, B., Chaudron, M.R.V., Khomh, F. & Guéhéneuc, Y.-G. (2016). Studying the relation between anti-patterns in design models and in source code. Paper presented at the 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016), Suita, Japan (pp. 36-45). Retrieved from https://doi.org/10.1109/SANER.2016.104Conference paper Petrillo, F., Soh, Z., Khomh, F., Pimenta, M., Freitas, C. & Guéhéneuc, Y.-G. (2016). Towards Understanding Interactive Debugging. Paper presented at the IEEE International Conference on Software Quality, Reliability and Security (QRS 2016), Vienna, Austria (pp. 152-163). Retrieved from https://doi.org/10.1109/QRS.2016.27Conference paper Petrillo, F., Soh, Z., Khomh, F., Pimenta, M., Freitas, C. & Guéhéneuc, Y.-G. (2016). Understanding interactive debugging with swarm debug infrastructure. Paper presented at the 24th IEEE International Conference on Program Comprehension (ICPC 2016), Austin, TX (4 pages). Retrieved from https://doi.org/10.1109/ICPC.2016.7503740
- 2015
Conference paper An, L. & Khomh, F. (2015). An empirical study of crash-inducing commits in Mozilla Firefox. Paper presented at the 11th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE 2015), Beijing, China. Retrieved from https://doi.org/10.1145/2810146.2810152Conference paper An, L. & Khomh, F. (2015). An Empirical Study of Highly Impactful Bugs in Mozilla Projects. Paper presented at the IEEE International Conference on Software Quality, Reliability and Security (QRS 2015), Vancouver, BC, Canada (pp. 262-271). Retrieved from https://doi.org/10.1109/QRS.2015.45Conference paper Soualhia, M., Khomh, F. & Tahar, S. (2015). ATLAS: an adaptive failure-aware scheduler for Hadoop. Paper presented at the 34th IEEE International Performance Computing and Communications Conference (IPCCC 2015), Nanjing, China (8 pages). Retrieved from https://doi.org/10.1109/PCCC.2015.7410316Conference paper Le, A. & Khomh, F. (2015). Challenges and Issues of Mining Crash Reports. Paper presented at the IEEE 1st International Workshop on Software Analytics (SWAN 2015), Montréal, Québec (pp. 5-8). Retrieved from https://doi.org/10.1109/SWAN.2015.7070480Conference paper Morales, R., McIntosh, S. & Khomh, F. (2015). Do code review practices impact design quality? A case study of the Qt, VTK, and ITK projects. Paper presented at the 22nd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2015), Montréal, Québec (pp. 171-180). Retrieved from https://doi.org/10.1109/SANER.2015.7081827Conference paper Abtahizadeh, S.A., Khomh, F. & Guéhéneuc, Y.-G. (2015). How green are cloud patterns? Paper presented at the 34th IEEE International Performance Computing and Communications Conference (IPCCC 2015), Nanjing, China (8 pages). Retrieved from https://doi.org/10.1109/PCCC.2015.7410295Conference paper Soh, Z., Drioul, T., Rappe, P.A., Khomh, F., Gueheneuc, Y.G. & Habra, N. (2015). Noises in interaction traces data and their impact on previous research studies. Paper presented at the ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2015), Beijing, China (10 pages). Retrieved from https://doi.org/10.1109/ESEM.2015.7321209Conference paper Soualhia, M., Khomh, F. & Tahar, S. (2015). Predicting scheduling failures in the cloud: A case study with google clusters and hadoop on Amazon EMR. Paper presented at the 17th IEEE International Conference on High Performance Computing and Communications, IEEE 7th International Symposium on Cyberspace Safety and Security and IEEE 12th International Conference on Embedded Software and Systems (HPCC-ICESS-CSS 2015), New York, NY, United states (pp. 58-65). Retrieved from https://doi.org/10.1109/HPCC-CSS-ICESS.2015.170Conference paper Adams, B., Bellomo, S., Bird, C., Khomh, F. & Moir, K. (2015). 3rd International Workshop on Release Engineering (RELENG 2015). Paper presented at the IEEE/ACM 37th IEEE International Conference on Software Engineering (ICSE 2015), Florence, Italy (pp. 995-996). Retrieved from https://doi.org/10.1109/icse.2015.321
- 2014
Conference paper Hecht, G., Jose-Scheidt, B., De Figueiredo, C., Moha, N. & Khomh, F. (2014). An Empirical Study of the Impact of Cloud Patterns on Quality of Service (QoS). Paper presented at the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2014), Singapore (pp. 278-283). Retrieved from https://doi.org/10.1109/CloudCom.2014.141Conference paper Xie, S., Khomh, F., Zou, Y. & Keivanloo, I. (2014). An empirical study on the fault-proneness of clone migration in clone genealogies. Paper presented at the IEEE Conference on Software Maintenance, Reengineering, and Reverse Engineering (CSMR-WCRE 2014), Antwerp, Belgium (pp. 94-103). Retrieved from https://doi.org/10.1109/CSMR-WCRE.2014.6747229Conference paper Jaafar, F., Khomh, F., Gueheneuc, Y.G. & Zulkernine, M. (2014). Anti-pattern Mutations and Fault-proneness. Paper presented at the 14th International Conference on Quality Software (QSIC 2014), Dallas, Texas (pp. 246-55). Retrieved from https://doi.org/10.1109/QSIC.2014.45Conference paper Shridhar, M., Adams, B. & Khomh, F. (2014). A qualitative analysis of software build system changes and build ownership styles. Paper presented at the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2014), Torino, Italy (10 pages). Retrieved from https://doi.org/10.1145/2652524.2652547Conference paper Kerzazi, N. & Khomh, F. (2014). Factors impacting rapid releases: An industrial case study. Paper presented at the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2014), Torino, Italy (8 pages). Retrieved from https://doi.org/10.1145/2652524.2652589Conference paper Kerzazi, N. & Khomh, F. (2014). Factors impacting software release engineering: a longitudinal study. Paper presented at the 2nd International Workshop on Release Engineering (RELENG 2014), Mountain View, CA (5 pages). Retrieved from https://releng.polymtl.ca/RELENG2014/html/proceedings/releng2014_submission__13.pdfConference paper Palma, F., An, L., Khomh, F., Moha, N. & Guéhéneuc, Y.-G. (2014). Investigating the change-proneness of service patterns and antipatterns. Paper presented at the 7th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2014), Matsue, Japan (8 pages). Retrieved from https://doi.org/10.1109/SOCA.2014.43Conference paper Khomh, F. (2014). On improving the dependability of cloud applications with fault-tolerance. Paper presented at the IEEE/IFIP Conference on Software Architecture (WICSA 2014), Sydney, NSW, Australia (3 pages). Retrieved from https://doi.org/10.1145/2578128.2578228Conference paper An, L., Khomh, F. & Adams, B. (2014). Supplementary Bug Fixes vs. Re-opened Bugs. Paper presented at the 14th IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM 2014), Victoria, BC (pp. 205-214). Retrieved from https://doi.org/10.1109/SCAM.2014.29Conference paper Jiang, Y., Adams, B., Khomh, F. & German, D.M. (2014). Tracing back the history of commits in low-tech reviewing environments: a case study of the Linux kernel. Paper presented at the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2014), Torino, Italy (10 pages). Retrieved from https://doi.org/10.1145/2652524.2652542Conference paper Kerzazi, N., Khomh, F. & Adams, B. (2014). Why Do Automated Builds Break? An Empirical Study. Paper presented at the IEEE International Conference on Software Maintenance and Evolution (ICSME 2014), Victoria, British Columbia (pp. 41-50). Retrieved from https://doi.org/10.1109/ICSME.2014.26
- 2013
Conference paper Jaafar, F., Guéhéneuc, Y.-G., Hamel, S. & Khomh, F. (2013). Analysing Anti-patterns Static Relationships with Design Patterns. Paper presented at the First Workshop on Patterns Promotion and Anti-patterns Prevention (PPAP 2013), Genova, Italy. (Published in Electronic Communications of the EASST, 59, 26 pages). Retrieved from https://doi.org/10.14279/tuj.eceasst.59.930Conference paper Xie, S., Khomh, F. & Zou, Y. (2013). An empirical study of the fault-proneness of clone mutation and clone migration. Paper presented at the 10th Working Conference on Mining Software Repositories (MSR 2013), San Francisco, CA, USA (pp. 149-158). Retrieved from https://doi.org/10.1109/MSR.2013.6624022Conference paper Zhang, F., Mockus, A., Zou, Y., Khomh, F. & Hassan, A.E. (2013). How does context affect the distribution of software maintainability metrics? Paper presented at the 29th IEEE International Conference on Software Maintenance (ICSM 2013), Eindhoven, Netherlands (pp. 350-359). Retrieved from https://doi.org/10.1109/ICSM.2013.46Conference paper Wang, S., Khomh, F. & Zou, Y. (2013). Improving bug localization using correlations in crash reports. Paper presented at the 10th Working Conference on Mining Software Repositories (MSR 2013), San Francisco, CA, USA (pp. 247-256). Retrieved from https://doi.org/10.1109/MSR.2013.6624036Conference paper Jaafar, F., Guéhéneuc, Y.-G., Hamel, S. & Khomh, F. (2013). Mining the relationship between anti-patterns dependencies and fault-proneness. Paper presented at the 20th Working Conference on Reverse Engineering (WCRE 2013), Koblenz, Germany (pp. 351-60). Retrieved from https://doi.org/10.1109/WCRE.2013.6671310Conference paper Mantyla, M.V., Khomh, F., Adams, B., Engstrom, E. & Petersen, K. (2013). On rapid releases and software testing. Paper presented at the 29th IEEE International Conference on Software Maintenance (ICSM 2013), Eindhoven, Netherlands (pp. 20-29). Retrieved from https://doi.org/10.1109/ICSM.2013.13Conference paper Soh, Z., Khomh, F., Guéhéneuc, Y.-G., Antoniol, G. & Adams, B. (2013). On the effect of program exploration on maintenance tasks. Paper presented at the 20th Working Conference on Reverse Engineering (WCRE 2013), Koblenz, Germany (pp. 391-400). Retrieved from https://doi.org/10.1109/WCRE.2013.6671314Conference paper Taba, S.E.S., Khomh, F., Zou, Y., Hassan, A.E. & Nagappan, M. (2013). Predicting bugs using antipatterns. Paper presented at the 29th IEEE International Conference on Software Maintenance (ICSM 2013), Eindhoven, Netherlands (pp. 270-279). Retrieved from https://doi.org/10.1109/ICSM.2013.38Conference paper Adams, B., Bird, C., Khomh, F. & Moir, K. (2013). 1st International Workshop on Release Engineering (RELENG 2013). Paper presented at the 35th International Conference on Software Engineering (ICSE 2013), San Francisco, CA, USA (pp. 1545-1546). Retrieved from https://doi.org/10.1109/ICSE.2013.6606779Conference paper Soh, Z., Khomh, F., Guéhéneuc, Y.-G. & Antoniol, G. (2013). Towards understanding how developers spend their effort during maintenance activities. Paper presented at the 20th Working Conference on Reverse Engineering (WCRE 2013), Koblenz, Germany (pp. 152-161). Retrieved from https://doi.org/10.1109/WCRE.2013.6671290
- 2012
Conference paper Upadhyaya, B., Khomh, F., Zou, Y., Lau, A. & ng, J. (2012). A concept analysis approach for guiding users in service discovery. Paper presented at the 5th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2012), Taipei, Taiwan (8 pages). Retrieved from https://doi.org/10.1109/SOCA.2012.6449462Conference paper Khomh, F., Yuan, H. & Zou, Y. (2012). Adapting Linux for mobile platforms : an empirical study of Android. Paper presented at the 28th IEEE International Conference on Software Maintenance (ICSM 2012), Trento, Italy (pp. 629-632). Retrieved from https://doi.org/10.1109/ICSM.2012.6405339Conference paper Romano, D., Raila, P., Pinzger, M. & Khomh, F. (2012). Analyzing the impact of antipatterns on change-proneness using fine-grainde source code changes. Paper presented at the 19th Working Conference on Reverse Engineering (WCRE 2012), Kingston, ON, Canada (pp. 437-446). Retrieved from https://doi.org/10.1109/WCRE.2012.53Conference paper Zhang, F., Khomh, F., Zou, Y. & Hassan, A.E. (2012). An empirical study of the effect of file editing patterns on software quality. Paper presented at the 19th Working Conference on Reverse Engineering (WCRE 2012), Kingston, ON, Canada (pp. 456-465). Retrieved from https://doi.org/10.1109/WCRE.2012.55Conference paper Zhang, F., Khomh, F., Zou, Y. & Hannan, A.E. (2012). An empirical study on factors impacting bug fixing time. Paper presented at the 19th Working Conference on Reverse Engineering (WCRE 2012), Kingston, ON, Canada (pp. 225-234). Retrieved from https://doi.org/10.1109/WCRE.2012.32Conference paper Khomh, F., Dhaliwal, T., Zou, Y. & Adams, B. (2012). Do Faster Releases Improve Software Quality? An Empirical Case Study of Mozilla Firefox. Paper presented at the 9th IEEE Working Conference on Mining Software Repositories (MSR 2012), Zurich, Switzerland (pp. 179-188). Retrieved from https://doi.org/10.1109/MSR.2012.6224279Conference paper Upadhyaya, B., Khomh, F. & Zou, Y. (2012). Extracting RESTful services from Web applications. Paper presented at the 5th IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2012), Taipei, Taiwan (4 pages). Retrieved from https://doi.org/10.1109/SOCA.2012.6449448Conference paper Lavoie, T., Khomh, F., Merlo, E. & Zou, Y. (2012). Inferring repository file structure modifications using nearest-neighbor clone detection. Paper presented at the 19th Working Conference on Reverse Engineering (WCRE 2012), Kingston, ON, Canada (pp. 325-334). Retrieved from https://doi.org/10.1109/WCRE.2012.42Conference paper Dhaliwal, T., Khomh, F., Zou, Y. & Hassan, A.E. (2012). Recovering commit dependencies for selective code integration in software product lines. Paper presented at the 28th IEEE International Conference on Software Maintenance (ICSM 2012), Trento, Italy (pp. 202-211). Retrieved from https://doi.org/10.1109/ICSM.2012.6405273
- 2011
Conference paper Xiao, H., Upadhyaya, B., Khomh, F., Zou, Y., Ng, J. & Lau, A. (2011). An Automatic Approach for Extracting Process Knowledge from the Web. Paper presented at the IEEE International Conference on Web Services (ICWS 2011), Washington DC, USA (pp. 315-322). Retrieved from https://doi.org/10.1109/ICWS.2011.85Conference paper Abbes, M., Khomh, F., Guéhéneuc, Y.-G. & Antoniol, G. (2011). An empirical study of the impact of two antipatterns, Blob and Spaghetti Code, on program comprehension. Paper presented at the 15th European Conference on Software Maintenance and Reengineering (CSMR 2011), Oldenburg, Germany (pp. 181-190). Retrieved from https://doi.org/10.1109/CSMR.2011.24Conference paper Khomh, F., Chan, B., Zou, Y. & Hassan, A.E. (2011). An Entropy Evaluation Approach for Triaging Field Crashes: A Case Study of Mozilla Firefox. Paper presented at the Working Conference on Reverse Engineering (WCRE 2011), Limerick, Ireland (pp. 261-270). Retrieved from https://doi.org/10.1109/WCRE.2011.39Conference paper Dhaliwal, T., Khomh, F. & Zou, Y. (2011). Classifying field crash reports for fixing bugs: A case study of Mozilla Firefox. Paper presented at the IEEE International Conference on Software Maintenance (ICSM 2011), Williamsburg, VA, USA (pp. 333-342). Retrieved from https://doi.org/10.1109/ICSM.2011.6080800Conference paper Zhao, X., Khomh, F. & Zou, Y. (2011). Improving the Modifiability of the Architecture of Business Applications. Paper presented at the International Conference on Quality Software (QSIC 2011), Madrid, Spain (pp. 176-185). Retrieved from https://doi.org/10.1109/QSIC.2011.36Conference paper Barbour, L., Khomh, F. & Zou, Y. (2011). Late propagation in software clones. Paper presented at the IEEE International Conference on Software Maintenance (ICSM 2011), Williamsburg, VA, USA (pp. 273-282). Retrieved from https://doi.org/10.1109/ICSM.2011.6080794Conference paper Khomh, F., Chan, B., Zou, Y., Sinha, A. & Dietz, D. (2011). Predicting post-release defects using pre-release field testing results. Paper presented at the IEEE International Conference on Software Maintenance (ICSM 2011), Williamsburg, VA, USA (pp. 253-262). Retrieved from https://doi.org/10.1109/ICSM.2011.6080792
- 2010
Conference paper Hassaine, S., Khomh, F., Guéhéneuc, Y.-G. & Hamel, S. (2010). IDS: An Immune-inspired Approach for the Detection of Software Design Smells. Paper presented at the 7th International Conference on the Quality of Information and Communications Technology (QUATIC 2010), Porto (pp. 343-348). Retrieved from https://doi.org/10.1109/QUATIC.2010.61Conference paper Oliveto, R., Khomh, F., Antoniol, G. & Guéhéneuc, Y.G. (2010). Numerical signatures of antipatterns : an approach based on B-splines. Paper presented at the 14th European Conference on Software Maintenance and Reengineering (CSMR 2010), Madrid, Spain (pp. 248-251). Retrieved from https://doi.org/10.1109/CSMR.2010.47Conference paper Haderer, N., Khomh, F. & Antoniol, G. (2010). SQUANER: A framework for monitoring the quality of software systems. Paper presented at the 26th IEEE International Conference on Software Maintenance (ICSM 2010), Timisoara, Romania (4 pages). Retrieved from https://doi.org/10.1109/ICSM.2010.5609684
- 2009
Conference paper Khomh, F., Vaucher, S., Guéhéneuc, Y.-G. & Sahraoui, H. (2009). A Bayesian approach for the detection of code and design smells. Paper presented at the 9th International Conference on Quality Software (QSIC 2009), Jeju, South Korea (pp. 305-314). Retrieved from https://doi.org/10.1109/QSIC.2009.47Conference paper Khomh, F., Di Penta, M. & Guéhéneuc, Y.-G. (2009). An exploratory study of the impact of code smells on software change-proneness. Paper presented at the 16th Working Conference on Reverse Engineering (WCRE 2009), Lille, France (pp. 75-84). Retrieved from https://doi.org/10.1109/WCRE.2009.28Conference paper Khomh, F., Guéhéneuc, Y.-G. & Antoniol, G. (2009). Playing roles in design patterns: an empirical descriptive and analytic study. Paper presented at the IEEE International Conference on Software Maintenance (ICSM 2009), Edmonton, Alberta, Canada (pp. 83-92). Retrieved from https://doi.org/10.1109/ICSM.2009.5306327Conference paper Khomh, F. (2009). SQUAD: Software Quality Understanding through the Analysis of Design. Paper presented at the 16th Working Conference on Reverse Engineering (WCRE 2009), Lille, France (pp. 303-306). Retrieved from https://doi.org/10.1109/WCRE.2009.22Conference paper Vaucher, S., Khomh, F., Moha, N. & Guéhéneuc, Y.-G. (2009). Tracking design smells: Lessons from a study of God classes. Paper presented at the 16th Working Conference on Reverse Engineering (WCRE 2009), Lille, France (pp. 145-154). Retrieved from https://doi.org/10.1109/WCRE.2009.23
- 2008
Conference paper Khomh, F. & Guéhéneuc, Y.G. (2008). DEQUALITE: building design-based software quality models. Paper presented at the 15th Conference on Pattern Languages of Programs (PLoP 2008), Nashville, TN (7 pages). Retrieved from https://doi.org/10.1145/1753196.1753199Conference paper Khomh, F. & Guéhéneuc, Y.-G. (2008). Do design patterns impact software quality positively? Paper presented at the 12th European Conference on Software Maintenance and Reengineering (CSMR 2008), Athens, Greece (pp. 274-278). Retrieved from https://doi.org/10.1109/CSMR.2008.4493325Conference paper Moha, N., Khomh, F. & Guéhéneuc, Y.-G. (2008). Génération automatique d'algorithmes de détection des défauts de conception. Paper presented at the 14e Colloque Langages et modèles à objets (LMO 2008) (13 pages).Conference paper Antoniol, G., Ayari, K., Penta, M.D., Khomh, F. & Guéhéneuc, Y.-G. (2008). Is it a bug or an enhancement?: a text-based approach to classify change requests. Paper presented at the 18th Annual International Conference of th Center for Advanced Studies on Collaborative Research (CASCON 2008), Richmond Hill, Ontario (pp. 304-318). Retrieved from https://doi.org/10.1145/1463788.1463819
- 2007
Conference paper Khomh, F. & Guéhéneuc, Y.G. (2007). Perception and reality: what are design patterns good for? Paper presented at the 11th ECOOP Workshop on Quantitative Approaches in Object-Oriented Software Engineering (QAOOSE 2007), Berlin, Germany (7 pages). Retrieved from https://citeseer.ist.psu.edu/viewdoc/summary?doi=10.1.1.89.3391
- 2022
- Book chapters (4)
- 2023
Book chapter Jamshidi, S., Nikanjam, A., Hamdaqa, M.A. & Khomh, F. (2023). Attack Detection by Using Deep Learning for Cyber-Physical System. In Artificial Intelligence for Cyber-Physical Systems Hardening (Vol. Engineering cyber-physical sytems and critical infrastructures, pp. 155-179). Springer. Retrieved from https://doi.org/10.1007/978-3-031-16237-4_7
- 2021
Book chapter Ehsan, O., Barbour, L., Khomh, F. & Zou, Y. (2021). Is Late Propagation a Harmful Code Clone Evolutionary Pattern? An Empirical Study. In K. Inoue & C.K. Roy (Eds.), Code Clone Analysis : Research, Tools, and Practice. Springer. Retrieved from https://doi.org/10.1007/978-981-16-1927-4
- 2019
Book chapter Guéhéneuc, Y.-G. & Khomh, F. (2019). Empirical Software Engineering. In S. Cha, R.N. Taylor & K.C. Kang (Eds.), Handbook of Software Engineering (pp. 285-320). Springer International Publishing. Retrieved from https://doi.org/10.1007/978-3-030-00262-6
- 2014
Book chapter Khomh, F., Guéhéneuc, Y.-G., Antoniol, G. & Di Penta , M. (2014). Modèles de qualité et conception des programmes. In Évolution et maintenance des systèmes logiciels. Hermes Science.
- 2023
- Reports (10)
- 2017
Report Uddin, G. & Khomh, F. (2017). Mining API aspects in API Reviews.
- 2015
Report Soualhia, M., Khomh, F. & Tahar, S. (2015). ATLAS: a failure-aware scheduler for Hadoop. Retrieved from https://arxiv.org/abs/1511.01446Report Soualhia, M., Khomh, F. & Tahar, S. (2015). Predicting Scheduling Failures in the Cloud. Retrieved from https://arxiv.org/abs/1507.03562
- 2009
Report Khomh, F., Guéhéneuc, Y.-G. & Antoniol, G. (2009). An empirical descriptive and analytic study of playing roles in design patterns (Report No EPM-RT-2009-03). École Polytechnique de Montréal.Report Khomh, F., Di Penta, M. & Guéhéneuc, Y.-G. (2009). An exploratory study of the impact of code smells on software change-proneness.Report Khomh, F., Di Penta, M., Guéhéneuc, Y.-G. & Antoniol, G. (2009). An exploratory study of the impact of software changeability (Report No EPM-RT-2009-02). École Polytechnique de Montréal. Retrieved from https://publications.polymtl.ca/2642/Report Khomh, F., Moha, N. & Guéhéneuc, Y.-G. (2009). DEQUALITE : méthode de construction de modèles de qualité prenant en compte la conception des systèmes (Report No EPM-RT-2009-04). École Polytechnique de Montréal.Report Khomh, F., Guéhéneuc, Y.-G. & Antoniol, G. (2009). Playing roles in design patterns : an empirical descriptive and analytic study (Report No EPM-RT-2009-03). École Polytechnique de Montréal. Retrieved from https://publications.polymtl.ca/2643/
- 2008
Report Khomh, F. & Guéhéneuc, Y.-G. (2008). An empirical study of design patterns and software quality (Report No 1315).Report Denier, S., Khomh, F. & Guéhéneuc, Y.-G. (2008). Reverse-engineering the literature on design patterns and reverse-engineering (Report No EPM-RT-2008-09). École Polytechnique de Montréal.
- 2017