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Abbasi, H., Ezzati-Jivan, N., Bellaïche, M., Talhi, C., & Dagenais, M. (2021). The Use of Anomaly Detection for the Detection of Different Types of DDoS Attacks in Cloud Environment. Journal of Hardware and Systems Security, 2021(3-4), 208-222. Lien externe
Abdellatif, M., Shatnawi, A., Mili, H., Moha, N., El Boussaidi, G., Hecht, G., Privat, J., & Gueheneuc, Y. G. (2021). A taxonomy of service identification approaches for legacy software systems modernization. Journal of Systems and Software, 173, 110868 (22 pages). Lien externe
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), 1-56. Lien externe
Abouaomar, A., Cherkaoui, S., Mlika, Z., & Kobbane, A. (2021). Resource Provisioning in Edge Computing for Latency Sensitive Applications. IEEE Internet of Things Journal, 8(14), 11088-11099. Lien externe
Ahmadi, M., Vakili, S., & Langlois, J. M. P. (2021). CARLA: A Convolution Accelerator with a Reconfigurable and Low-Energy Architecture. IEEE Transactions on Circuits and Systems I: Regular Papers, 68(8), 3184-3196. Lien externe
Aissiou, M., Curnier, D., Caru, M., Hafyane, T., Leleu, L., Krajinovic, M., Laverdière, C., Sinnett, D., Andelfinger, G., Cheriet, F., & Périé-Curnier, D. (2021). Detection of doxorubicin-induced cardiotoxicity using myocardial T1 and T2 relaxation times in childhood acute lymphoblastic leukemia survivors. International Journal of Cardiovascular Imaging, 38(4), 873-882. Lien externe
Alalewi, A., Dayoub, I., & Cherkaoui, S. (2021). On 5G-V2X Use Cases and Enabling Technologies: A Comprehensive Survey. IEEE Access, 9, 107710-107737. Lien externe
Alsheghri, A. A., Reznikov, N., Piche, N., McKee, M. D., Tamimi, F., & Song, J. (2021). Optimization of 3D network topology for bioinspired design of stiff and lightweight bone-like structures. Materials Science & Engineering C-Materials for Biological Applications, 123, 112010 (11 pages). Lien externe
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, 100364. Lien externe
Ammar, I., El Touati, Y., Mullins, J., & Yeddes, M. (2021). Timed Bounded Verification of Inclusion Based on Timed Bounded Discretized Language. International Journal of Foundations of Computer Science, 32(2), 175-202. Lien externe
Ammar, I., El Touati, Y., Yeddes, M., & Mullins, J. (2021). Bounded opacity for timed systems. Journal of Information Security and Applications, 61, 13 pages. Lien externe
Bahra, N., & Pierre, S. (2021). A hybrid user mobility prediction approach for handover management in mobile networks. Telecom, 2(2), 199-212. Lien externe
Barbeau, M., Cuppens, F., Boulahia Cuppens, N., Dagnas, R., & Garcia-Alfaro, J. (2021). Resilience estimation of cyber-physical systems via quantitative metrics. IEEE Access, 9, 46462-46475. Disponible
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. Lien externe
Beamonte, R., Ezzati-Jivan, N., & Dagenais, M. (2021). Automated Generation of Model-Based Constraints for Common Multi-core and Real-Time Applications Using Execution Tracing. International Journal of Parallel Programming, 49(1), 104-134. Lien externe
Beaubrun, R., & Quintero, A. (2021). An access control architecture for securing multi-tenancy cloud environments. International Journal on Advances in Security, 14(1-2), 71-81. Lien externe
Belkhiri, A., & Dagenais, M. (2021). Diagnostic and troubleshooting of OpenFlow-enabled switches using kernel and userspace traces. International Journal of Communication Systems, 34(14), 22 pages. Lien externe
Benbachir, A., & Dagenais, M. (2021). Hypertracing: Tracing through virtualization layers. IEEE Transactions on Cloud Computing, 9(2), 654-669. Disponible
Besançon, M., Anjos, M. F., & Brotcorne, L. (2021). Complexity of near-optimal robust versions of multilevel optimization problems. Optimization Letters, 15(8), 2597-2610. Disponible
Bkakria, A., Cuppens, F., Boulahia Cuppens, N., & Tasidou, A. (2021). Information theoretic-based privacy risk evaluation for data anonymization. Journal of Surveillance, Security and Safety, 2, 83-102. Disponible
Cao, Y., & Beltrame, G. (2021). VIR-SLAM: visual, inertial, and ranging SLAM for single and multi-robot systems. Autonomous Robots, 45(6), 905-917. Lien externe
Cao, Y., Chen, C., St-Onge, D., & Beltrame, G. (2021). Distributed TDMA for Mobile UWB Network Localization. IEEE Internet of Things Journal, 8(17), 13449-13464. Lien externe
Castro-Gil, R., & Correa, D. (2021). Transparency in previous literature reviews about blended learning in higher education. Education and Information Technologies, 26(3), 3399-426. Lien externe
Chalangar, H., Ould-Bachir, T., Sheshyekani, K., & Mahseredjian, J. (2021). A direct mapped method for accurate modeling and real-time simulation of high switching frequency resonant converters. IEEE Transactions on Industrial Electronics, 68(7), 6348-6357. Lien externe
Chen Kuang Piao, Y., Ezzati-jivan, N., & Dagenais, M. (2021). Distributed architecture for an integrated development environment, large trace analysis, and visualization. Sensors, 21(16), 29 pages. Disponible
Chen, G., Zhang, X., & Li, N. (2021). A novel structure for coalescing the droplets and producing the droplets' array in silicone oil. Sensors and Actuators A: Physical, 321, 112349 (24 pages). Lien externe
Cheng, P. M., Montagnon, E., Yamashita, R., Pan, I., Cadrin-Chênevert, A., Romero, F. P., Chartrand, G., Kadoury, S., & Tang, A. (2021). Deep Learning: An Update for Radiologists. RadioGraphics, 41(5), 1427-1445. Lien externe
Cherkaoui, S. (2021). Research Landscape – 6G Networks Research in Europe. IEEE Network, 35(6), 4-6. Lien externe
Cohen-Adad, J., Alonso Ortiz, E., Abramovic, M., Arneitz, C., Atcheson, N., Barlow, L., Barry, R. L., Barth, M., Battiston, M., Büchel, C., Budde, M., Callot, V., Combes, A. J. E., De Leener, B., Descoteaux, M., de Sousa, P. L., Dostál, M., Doyon, J., Dvorak, A., ... Xu, J. (2021). Author Correction: Open-access quantitative MRI data of the spinal cord and reproducibility across participants, sites and manufacturers (vol 8, 219, 2021). Scientific Data, 8(1), 242 (1 page). Disponible
Cohen-Adad, J., Alonso Ortiz, E., Abramovic, M., Arneitz, C., Atcheson, N., Barlow, L., Barry, R. L., Barth, M., Battiston, M., Büchel, C., Budde, M., Callot, V., Combes, A. J. E., De Leener, B., Descoteaux, M., de Sousa, P. L., Dostál, M., Doyon, J., Dvorak, A., ... Xu, J. (2021). Generic acquisition protocol for quantitative MRI of the spinal cord. Nature Protocols, 16(10), 4611-4632. Disponible
Cohen-Adad, J., Alonso Ortiz, E., Abramovic, M., Arneitz, C., Atcheson, N., Barlow, L., Barry, R. L., Barth, M., Battiston, M., Büchel, C., Budde, M., Callot, V., Combes, A. J. E., De Leener, B., Descoteaux, M., de Sousa, P. L., Dostál, M., Doyon, J., Dvorak, A., ... Xu, J. (2021). Open-access quantitative MRI data of the spinal cord and reproducibility across participants, sites and manufacturers. Scientific Data, 8(1), 219 (17 pages). Disponible
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2021). The Covering-Assignment Problem for Swarm-powered Ad-hoc Clouds: A Distributed 3D Mapping Use-case. IEEE Internet of Things Journal, 8(9), 7316-7332. Lien externe
Damseh, R., Delafontaine-Martel, P., Pouliot, P., Cheriet, F., & Lesage, F. (2021). Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks. IEEE Transactions on Medical Imaging, 40(1), 381-394. Lien externe
Damseh, R., Lu, Y., Lu, X., Zhang, C., Marchand, P. J., Corbin, D., Pouliot, P., Cheriet, F., & Lesage, F. (2021). A simulation study investigating potential diffusion-based MRI signatures of microstrokes. Scientific Reports, 11(1), 14229 (15 pages). Disponible
Denys, P.-F., Dagenais, M., & Pepin, M. (2021). Advanced tracing methods for container messaging systems analysis. Journal of Cloud Computing, 14 pages. Lien externe
Diallo, M., Quintero, A., & Pierre, S. (2021). An efficient approach based on Ant Colony Optimization and Tabu Search for a resource embedding across multiple cloud providers. IEEE Transactions on Cloud Computing, 9(3), 896-909. Lien externe
Diallo, M., Quintero, A., & Pierre, S. (2021). A QoS-based splitting strategy for a resource embedding across multiple cloud providers. IEEE Transactions on Services Computing, 14(5), 1278-1291. Lien externe
Dimov, I. P., Tous, C., Li, N., Häfeli, U. O., Martel, S., & Soulez, G. (2021). Future Advances in Diagnosis and Drug Delivery in Interventional Radiology Using MR Imaging–Steered Theranostic Iron Oxide Nanoparticles. Journal of Vascular and Interventional Radiology, 32(9), 1292-1295 e1. Lien externe
Ezzati-Jivan, N., Daoud, H., & Dagenais, M. (2021). Debugging of Performance Degradation in Distributed Requests Handling Using Multilevel Trace Analysis. Wireless Communications and Mobile Computing, 2021, 1-17. Lien externe
Falahatraftar, F., Pierre, S., & Chamberland, S. (2021). A centralized and dynamic network congestion classification approach for heterogeneous vehicular networks. IEEE Access, 9, 122284-122298. Disponible
Falahatraftar, F., Pierre, S., & Chamberland, S. (2021). A conditional generative adversarial network based approach for network slicing in heterogeneous vehicular networks. Telecom, 2(1), 141-154. Lien externe
Ferreira, I., Cheng, J., & Adams, B. (2021). The "Shut the f**k up" Phenomenon: Characterizing Incivility in Open Source Code Review Discussions. Proceedings of the ACM on Human-Computer Interaction, 5(CSCW2), 1-35. Lien externe
Fournier, A., El Khoury, F., & Pierre, S. (2021). A client/server malware detection model based on machine learning for Android devices. IoT, 2(3), 355-374. Lien externe
Garfan, S., Alamoodi, A. H., Zaidan, B. B., Al-Zobbi, M., Hamid, R. A., Alwan, J. K., Ahmaro, I. Y. Y., Khalid, E. T., Jumaah, F. M., Albahri, O. S., Zaidan, A. A., Albahri, A. S., Al-qaysi, Z. T., Ahmed, M. A., Shuwandy, M. L., Salih, M. M., Zughoul, O., Mohammed, K. I., & Momani, F. (2021). Telehealth utilization during the Covid-19 pandemic: A systematic review. Computers in Biology and Medicine, 138, 104878 (21 pages). Lien externe
Gelle, L., Ezzati-Jivan, N., & Dagenais, M. (2021). Combining Distributed and Kernel Tracing for Performance Analysis of Cloud Applications. Electronics, 10(21), 2610 (24 pages). Lien externe
Girard, F., Hurtut, T., Kavalec, C., & Cheriet, F. (2021). Atlas-based score for automatic glaucoma risk stratification. Computerized Medical Imaging and Graphics, 87, 101797 (15 pages). Lien externe
Gujral, H., Lal, S., & Li, H. (2021). An exploratory semantic analysis of logging questions. Journal of Software: Evolution and Process, 33(7), 35 pages. Lien externe
Hashemi Doulabi, H., Jaillet, P., Pesant, G., & Rousseau, L.-M. (2021). Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios. INFORMS Journal on Computing, 33(1), 143-162. Lien externe
Hashemizadeh, A., Maaref, A., Shateri, M., Larestani, A., & Hemmati-Sarapardeh, A. (2021). Experimental measurement and modeling of water-based drilling mud density using adaptive boosting decision tree, support vector machine, and K-nearest neighbors: A case study from the South Pars gas field. Journal of Petroleum Science and Engineering, 207, 109132 (10 pages). Lien externe
Kafaei, P., Cappart, Q., Renaud, M.-A., Chapados, N., & Rousseau, L.-M. (2021). Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife. Physics in Medicine and Biology, 66(21), 215002 (17 pages). Lien externe
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. Lien externe
Kohyarnejadfard, I., Aloise, D., Dagenais, M., & Shakeri, M. (2021). A Framework for Detecting System Performance Anomalies Using Tracing Data Analysis. Entropy, 23(8), 1011 (24 pages). Lien externe
Lakoju, M., Javed, A., Rana, O., Burnap, P., Atiba, S. T., & Cherkaoui, S. (2021). “Chatty Devices” and edge-based activity classification. Discover Internet of Things, 1(1), 15 pages. Lien externe
Lamothe, M., Gueheneuc, Y. G., & Shang, W. (2021). A Systematic Review of API Evolution Literature. ACM Computing Surveys, 54(8), 1-36. Lien externe
Landelle, C., Lungu, O., Vahdat, S., Kavounoudias, A., Marchand-Pauvert, V., De Leener, B., & Doyon, J. (2021). Investigating the human spinal sensorimotor pathways through functional magnetic resonance imaging. NeuroImage, 245, 118684. Disponible
Lanovaz, M. J., Giannakakos, A. R., & Destras, O. (2021). Correction: Machine Learning to Analyze Single-Case Data: A Proof of Concept (vol 43, pg 21, 2020). Perspectives on Behavior Science, 44(1), 127-127. Lien externe
Laverdière, M.-A., Julien, K., & Merlo, E. (2021). RBAC protection-impacting changes identification: A case study of the security evolution of two PHP applications. Information and Software Technology, 139, 21 pages. Lien externe
Law-Kam Cio, Y.-S., Ma, Y., Vadean, A., Beltrame, G., & Achiche, S. (2021). Evolutionary layout design synthesis of an autonomous greenhouse using product-related dependencies. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 35(1), 49-64. Lien externe
Levesque, F., & Hurtut, T. (2021). MuzLink: Connected beeswarm timelines for visual analysis of musical adaptations and artist relationships. Information Visualization, 20(2-3), 170-191. Lien externe
Levitis, E., van Praag, C. D. G., Gau, R., Heunis, S., DuPre, E., Kiar, G., Bottenhorn, K. L., Glatard, T., Nikolaidis, A., Whitaker, K. J., Mancini, M., Niso, G., Afyouni, S., Alonso Ortiz, E., Appelhoff, S., Arnatkeviciute, A., Atay, S. M., Auer, T., Baracchini, G., ... Maumet, C. (2021). Centering inclusivity in the design of online conferences: An OHBM–Open Science perspective. GigaScience, 10(8), 14 pages. Lien externe
Li, H., Shang, W., Adams, B., Sayagh, M., & Hassan, A. E. (2021). A qualitative study of the benefits and costs of logging from developers' perspectives. IEEE Transactions on Software Engineering, 47(12), 2858-2873. Lien externe
Li, H., Zhang, H., Wang, S., & Hassan, A. E. (2021). Studying the Practices of Logging Exception Stack Traces in Open-Source Software Projects. IEEE Transactions on Software Engineering, 19 pages. Lien externe
Li, Z., Bilodeau, G.-A., & Bouachir, W. (2021). Multiple convolutional features in Siamese networks for object tracking. Machine Vision and Applications, 32(3), 11 pages. Lien externe
Liao, L., Chen, J., Li, H., Zeng, Y., Shang, W., Sporea, C., Toma, A., & Sajedi, S. (2021). Locating Performance Regression Root Causes in the Field Operations of Web-based Systems: An Experience Report. IEEE Transactions on Software Engineering, 22 pages. Lien externe
Lyu, Y., Li, H., Sayagh, M., Jiang, Z. M., & Hassan, A. E. (2021). An empirical study of the impact of data splitting decisions on the performance of AiOps solutions. ACM Transactions on Software Engineering and Methodology, 30(4), 1-38. Lien externe
Maaroufi, S., & Pierre, S. (2021). BCOOL: A novel blockchain congestion control architecture using dynamic service function chaining and machine learning for next generation vehicular networks. IEEE Access, 9, 53096-53122. Disponible
Magnoux, V., & Ozell, B. (2021). GPU-friendly data structures for real time simulation. Advanced Modeling and Simulation in Engineering Sciences, 8(1), 14 pages. Lien externe
Mandel, W., Oulbacha, R., Roy-Beaudry, M., Parent, S., & Kadoury, S. (2021). Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks. IEEE Transactions on Medical Imaging, 40(2), 491-502. Lien externe
Mandel, W., Parent, S., & Kadoury, S. (2021). Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks. International Journal of Computer Assisted Radiology and Surgery, 16(10), 1641-1651. Lien externe
Mlika, Z., & Cherkaoui, S. (2021). Massive IoT Access with NOMA in 5G Networks and Beyond using Online Competitiveness and Learning. IEEE Internet of Things Journal, 8(17), 13624-13639. Lien externe
Mlika, Z., & Cherkaoui, S. (2021). Network slicing for vehicular communications: a multi-agent deep reinforcement learning approach. Lien externe
Mlika, Z., & Cherkaoui, S. (2021). Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles. IEEE Network, 35(3), 132-138. Lien externe
Moudoud, H., Khoukhi, L., & Cherkaoui, S. (2021). Prediction and Detection of FDIA and DDoS Attacks in 5G Enabled IoT. IEEE Network, 35(2), 194-201. Lien externe
Moussa, M., & Beltrame, G. (2021). Real-Time Path Planning with Virtual Magnetic Fields. IEEE Robotics and Automation Letters, 6(2), 3279-3286. Lien externe
Naert, P., Azhari, S. V., & Dagenais, M. (2021). Interactive and targeted runtime verification using a debugger-based architecture. Journal of Systems Architecture, 115, 10 pages. Lien externe
Navas, R. E., Cuppens, F., Boulahia Cuppens, N., Toutain, L., & Papadopoulos, G. Z. (2021). MTD, Where Art Thou? A Systematic Review of Moving Target Defense Techniques for IoT. IEEE Internet of Things Journal, 8(10), 7818-7832. Lien externe
Navas, R. E., Cuppens, F., Boulahia Cuppens, N., Toutain, L., & Papadopoulos, G. Z. (2021). Physical resilience to insider attacks in IoT networks: Independent cryptographically secure sequences for DSSS anti-jamming. Computer Networks, 187, 14 pages. Lien externe
Nayebi, M., Ruhe, G., & Zimmermann, T. (2021). Mining Treatment-Outcome Constructs from Sequential Software Engineering Data. IEEE Transactions on Software Engineering, 47(2), 393-411. Lien externe
Nemati, H., Azhari, S. V., Shakeri, M., & Dagenais, M. (2021). Host-Based Virtual Machine Workload Characterization Using Hypervisor Trace Mining. ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 6(1), 1-25. Lien externe
Ngamboe Mvogo, M. S., Berthier, P., Ammari, N., Dyrda, K., & Fernandez, J. M. (2021). Risk assessment of cyber-attacks on telemetry-enabled cardiac implantable electronic devices (CIED). International Journal of Information Security, 20(4), 621-645. Disponible
Ngamboé, M., Fernandez, J. M., & Dyrda, K. (2021). Radio-based cyber-attacks against pacemakers : assessing their chance of success under real conditions. Cardiology and Cardiovascular Medicine, 5(6), 591-598. Lien externe
Nofar, M., Mohammadi, M., & Carreau, P. (2021). Nanoclay Migration and the Rheological Response of PBAT/LDPE Blends. International Polymer Processing, 36(3), 287-296. Lien externe
Olivier, P., Lodi, A., & Pesant, G. (2021). Measures of balance in combinatorial optimization. 4OR, 20(3), 391-415. Lien externe
Olivier, P., Lodi, A., & Pesant, G. (2021). The Quadratic Multiknapsack Problem with Conflicts and Balance Constraints. INFORMS Journal on Computing, 33(3), 949-962. Lien externe
Omrani, H., Modroiu, M., Lenzi, J., Omrani, B., Said, Z., Suhrcke, M., Tchicaya, A., Nguyen, N., & Parmentier, B. (2021). COVID-19 in Europe: Dataset at a sub-national level. Data in Brief, 35, 106939 (8 pages). Disponible
Panahandeh, M., Hamdaqa, M., Zamani, B., & Hamou-Lhadj, A. (2021). MUPPIT: a method for using proper patterns in model transformations. Software and Systems Modeling, 20(5), 1491-1523. Lien externe
Pasha, S., Shen, J., & Kadoury, S. (2021). True 3D parameters of the spinal deformity in adolescent idiopathic scoliosis. Spine Deformity, 9(3), 703-710. Lien externe
Perreault, H., Bilodeau, G.-A., Saunier, N., & Heritier, M. (2021). FFAVOD: Feature fusion architecture for video object detection. Pattern Recognition Letters, 151, 294-301. Lien externe
Pierre, S., & Italis, O. (2021). Les systèmes de paiement mobile à l'ère de la Covid19 : sécurité, vie privée et confiance numérique. [Mobile payment systems in the Covid-19 era: security, privacy and digital trust]. Technologie et Innovation, 21(6), 15 pages. Lien externe
Plante, A., Dallaire, F., Grosset, A.-A., Nguyen, T., Birlea, M., Wong, J., Daoust, F., Roy, N., Kougioumoutzakis, A., Azzi, F., Aubertin, K., Kadoury, S., Latour, M., Albadine, R., Prendeville, S., Boutros, P., Fraser, M., Bristow, R. G., Van Der Kwast, T., ... Leblond, F. (2021). Dimensional reduction based on peak fitting of Raman micro spectroscopy data improves detection of prostate cancer in tissue specimens. Journal of Biomedical Optics, 26(11), 14 pages. Lien externe
Quach, S., Lamothe, M., Adams, B., Kamei, Y., & Shang, W. (2021). Evaluating the impact of falsely detected performance bug-inducing changes in JIT models. Empirical Software Engineering, 26(5). Lien externe
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), 116 (56 pages). Lien externe
Randel, R., Aloise, D., Blanchard, S. J., & Hertz, A. (2021). A Lagrangian-based score for assessing the quality of pairwise constraints in semi-supervised clustering. Data Mining and Knowledge Discovery, 35(6), 2341-2368. Disponible
Richert, R., Alsheghri, A. A., Alageel, O., Caron, E., Song, J., Ducret, M., & Tamimi, F. (2021). Analytical model of I-bar clasps for removable partial dentures. Dental Materials, 37(6), 1066-1072. Lien externe
Rodrigo, C., Pierre, S., Beaubrun, R., & El Khoury, F. (2021). BrainShield: A Hybrid Machine Learning-Based Malware Detection Model for Android Devices. Electronics, 10(23), 2948 (19 pages). Lien externe
Romaguera, L. V., Mezheritsky, T., Mansour, R., Carrier, J.-F., & Kadoury, S. (2021). Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy. Medical Image Analysis, 74, 102250 (17 pages). Lien externe
Romaguera, L. V., Mezheritsky, T., Mansour, R., Tanguay, W., & Kadoury, S. (2021). Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy. International Journal of Computer Assisted Radiology and Surgery, 16(7), 1213-1225. Lien externe
Shahrampour, S., De Leener, B., Alizadeh, M., Middleton, D., Krisa, L., Flanders, A.E., Faro, S.H., Cohen-Adad, J., & Mohamed, F.B. (2021). Atlas-based quantification of DTI measures in a typically developing pediatric spinal cord. American Journal of Neuroradiology, 42(9), 1727-1734. Disponible
Shi, Y., Li, N., Tremblay, C., & Martel, S. (2021). A Piezoelectric Robotic System for MRI Targeting Assessments of Therapeutics during Dipole Field Navigation. IEEE/ASME Transactions on Mechatronics, 26(1), 214-225. Lien externe
Silva, A., Aloise, D., Coelho, L. C., & Rocha, C. (2021). Heuristics for the dynamic facility location problem with modular capacities. European Journal of Operational Research, 290(2), 435-452. Lien externe
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. Lien externe
Svecic, A., Mansour, R., Tang, A., & Kadoury, S. (2021). Prediction of post transarterial chemoembolization MR images of hepatocellular carcinoma using spatio-temporal graph convolutional networks. PLOS ONE, 16(12), 22 pages. Lien externe
Tak, A., & Cherkaoui, S. (2021). Federated Edge Learning: Design Issues and Challenges. IEEE Network, 35(2), 252-258. Lien externe
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. Lien externe
Tokárová, V., Perumal, A. S., Nayak, M., Shum, H., Kaspar, O., Rajendran, K., Mohammadi, M., Tremblay, C., Gaffney, E. A., Martel, S., & Nicolau, D. V. (2021). Patterns of bacterial motility in microfluidics-confining environments. Proceedings of the National Academy of Sciences of the United States of America, 118(17), e201392511 (12 pages). Lien externe
Touati, R., Le, W. T., & Kadoury, S. (2021). A feature invariant generative adversarial network for head and neck MRI/CT image synthesis. Physics in Medicine and Biology, 66(9), 18 pages. Lien externe
Tous, C., Li, N., Dimov, I. P., Kadoury, S., Tang, A., Hafeli, U. O., Nosrati, Z., Saatchi, K., Moran, G., Couch, M. J., Martel, S., Lessard, S., & Soulez, G. (2021). Navigation of Microrobots by MRI: Impact of Gravitational, Friction and Thrust Forces on Steering Success. Annals of Biomedical Engineering, 49(12), 3724-3736. Lien externe
Tran, D. H., Babaki, B., Van Daele, D., Leyman, P., & De Causmaecker, P. (2021). Local search for constrained graph clustering in biological networks. Computers & Operations Research, 132, 12 pages. Lien externe
Triwinarko, A., Dayoub, I., & Cherkaoui, S. (2021). PHY layer enhancements for next generation V2X communication. Vehicular Communications, 32, 9 pages. Lien externe
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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), 1-45. Lien externe
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), 121 (45 pages). Lien externe
Vierhauser, M., Bayley, S., Wyngaard, J., Xiong, W., Cheng, J., Huseman, J., Lutz, R. R., & Cleland-Huang, J. (2021). Interlocking Safety Cases for Unmanned Autonomous Systems in Shared Airspaces. IEEE Transactions on Software Engineering, 47(5), 899-918. Lien externe
Wolf, D. C., Desgent, S., Sanon, N. T., Chen, J.-S., Elkaim, L. M., Bosoi, C. M., Awad, P. N., Simard, A., Salam, M. T., Bilodeau, G.-A., Duss, S., Sawan, M., Lewis, E. C., & Weil, A. G. (2021). Sex differences in the developing brain impact stress-induced epileptogenicity following hyperthermia-induced seizures. Neurobiology of Disease, 161, 105546 (12 pages). Lien externe
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Alfalqi, K., & Bellaïche, M. (mai 2021). IoT-Based Disaster Detection Model Using Social Networks and Machine Learning [Communication écrite]. 4th International Conference on Artificial Intelligence and Big Data (ICAIBD 2021), Chengdu, China. Lien externe
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Barrak, A., Eghan, E. E., & Adams, B. (mars 2021). On the Co-evolution of ML Pipelines and Source Code - Empirical Study of DVC Projects [Communication écrite]. 28th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2021), Honolulu, HI, USA. Lien externe
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Bushehri, A. S., Keivanpour, S., Azam, M., & Nicolescu, G. (décembre 2021). Anomalous energy detection for resource-constrained embedded systems using tracing data analysis [Communication écrite]. 2021 International Conference on Electrical, Computer, and Energy Technologies (ICECET 2021), Cape Town, South Africa (8 pages). Lien externe
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Cappart, Q., Moisan, T., Rousseau, L.-M., Prémont-Schwarz, I., & Cire, A. A. (février 2021). Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization [Communication écrite]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Publié dans Proceedings of the ... AAAI Conference on Artificial Intelligence, 35(5). Lien externe
Chalumeau, F., Coulon, I., Cappart, Q., & Rousseau, L.-M. (juillet 2021). SeaPearl: A Constraint Programming Solver Guided by Reinforcement Learning [Communication écrite]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria. Lien externe
Clouatre, L., Trempe, P., Zouaq, A., & Anbil Parthipan, S. C. (août 2021). MLMLM: link prediction with mean likelihood masked language model [Communication écrite]. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Bangkok, Thailand. Disponible
Corbeil, J.-P., & Abdi Ghavidel, H. (septembre 2021). Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task [Communication écrite]. International Conference on Recent Advances in Natural Language Processing: Deep Learning for Natural Language Processing Methods and Applications (RANLP 2021). Lien externe
Coviello, C., Romano, S., Scanniello, G., & Antoniol, G. (mars 2021). Gasser [Communication écrite]. 28th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2021), Honolulu, HI, USA. Lien externe
Cros, S., Vorontsov, E., & Kadoury, S. (avril 2021). Managing Class Imbalance in Multi-Organ CT Segmentation in Head and Neck Cancer Patients [Communication écrite]. 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), Nice, France. Lien externe
Delisle, S., Ezzati-Jivan, N., & Dagenais, M. (octobre 2021). Integrated modeling tool for indexing and analyzing state machine trace [Communication écrite]. International Symposium on Networks, Computers and Communications (ISNCC 2021), Dubai, United Arab Emirates (8 pages). Lien externe
Dernaika, F., Boulahia Cuppens, N., & Cuppens, F. (juillet 2022). A Posteriori Access Control with an Administrative Policy [Communication écrite]. World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), 2020, Las Vegas, USA. Lien externe
Dernaika, F., Boulahia Cuppens, N., Cuppens, F., & Raynaud, O. (novembre 2020). A Posteriori Analysis of Policy Temporal Compliance [Communication écrite]. 15th International Conference on Risks and Security of Internet and Systems (CRISIS 2020), Paris, France. Lien externe
Duc Hoa, T., Meunier, M., & Cheriet, F. (janvier 2021). Deep image clustering using self-learning optimization in a variational auto-encoder [Communication écrite]. International Conference on Pattern Recognition (ICPR 2021). Lien externe
El aoun, M. R., Li, H., Khomh, F., & Openja, M. (septembre 2021). Understanding Quantum Software Engineering Challenges An Empirical Study on Stack Exchange Forums and GitHub Issues [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2021), Luxembourg, Netherlands. Lien externe
Farnadi, G., St-Arnaud, W., Babaki, B., & Carvalho, M. (février 2021). Individual Fairness in Kidney Exchange Programs [Communication écrite]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Lien externe
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Font, L., Piche, D., Zouaq, A., & Gagnon, M. (décembre 2021). Integrating Heterogeneous Data About Quebec Literature into an IFLA LRM Knowledge Base [Communication écrite]. 23rd International Conference on Asia-Pacific Digital Libraries (ICADL 2021). Lien externe
Foundjem, A., Eghan, E. E., & Adams, B. (mai 2021). Onboarding vs. Diversity, Productivity and Quality — Empirical Study of the OpenStack Ecosystem [Communication écrite]. 43rd IEEE/ACM International Conference on Software Engineering (ICSE 2021). Lien externe
Foundjem, A., Eghan, E. E., & Adams, B. (mai 2021). An Open Dataset for Onboarding new Contributors–Empirical Study of OpenStack Ecosystem [Communication écrite]. 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings (ICSE-Companion 2021). Lien externe
Fournier, Q., Aloise, D., Azhari, S. V., & Tétreault, F. (mai 2021). On improving deep learning trace analysis with system call arguments [Communication écrite]. 18th IEEE/ACM International Conference on Mining Software Repositories (MSR 2021), Madrid, Spain. Lien externe
Gallay, A., & Ould-Bachir, T. (septembre 2021). Implementing Multistage Interconnection Networks on FPGA Using Chisel Language [Communication écrite]. IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2021) (6 pages). Lien externe
Gauthier, I. X., Lamothe, M., Mussbacher, G., & McIntosh, S. (novembre 2021). Is Historical Data an Appropriate Benchmark for Reviewer Recommendation Systems? : AA Case Study of the Gerrit Community [Communication écrite]. 36th IEEE/ACM International Conference on Automated Software Engineering (ASE 2021), Melbourne, Australia. Lien externe
Giraldeau, F., Ezzati-Jivan, N., & Dagenais, M. (avril 2021). System execution path profiling using hardware performance counters [Communication écrite]. 15th Annual IEEE International Systems Conference (SysCon 2021), Vancouver, BC, Canada (8 pages). Lien externe
Göhring de Magalhães, F., Nikdast, M., Hessel, F., Liboiron-Ladouceur, O., & Nicolescu, G. (octobre 2021). Hyco: A low-latency hybrid control plane for optical interconnection networks [Communication écrite]. 32nd IEEE International Workshop on Rapid System Prototyping (RSP 2021), Paris, France. Lien externe
Gottipati, S. K., Pathak, Y., Sattarov, B., Sahir, Nuttall, R., Amini, M., Taylor, M. E., & Anbil Parthipan, S. C. (février 2021). Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery [Communication écrite]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Lien externe
Hamidi, A., Antoniol, G., Khomh, F., Penta, M. D., & Hamidi, M. (septembre 2021). Towards Understanding Developers' Machine-Learning Challenges: A Multi-Language Study on Stack Overflow [Communication écrite]. 21st IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM 2021), Luxembourg City, Luxembourg. Lien externe
Hellman, J., Cheng, J., & Guo, J. L. C. (mai 2021). Facilitating Asynchronous Participatory Design of Open Source Software: Bringing End Users into the Loop [Communication écrite]. CHI Conference on Human Factors in Computing Systems - Extended Abstracts (CHI EA 2021), New York, NY, USA (7 pages). Lien externe
Humeniuk, D., Antoniol, G., & Khomh, F. (mai 2021). Data Driven Testing of Cyber Physical Systems [Communication écrite]. 14th IEEE/ACM International Workshop on Search-Based Software Testing (SBST 2021), Madrid, Spain. Lien externe
Humeniuk, D., Antoniol, G., & Khomh, F. (mai 2021). SWAT tool at the SBST 2021 Tool Competition [Communication écrite]. 14th IEEE/ACM International Workshop on Search-Based Software Testing (SBST 2021), Madrid, Spain. Lien externe
Islam, M. S., Hamou-Lhadj, A., Koochekian-Sabor, K., Hamdaqa, M., & Cai, H. (mars 2021). EnHMM: on the use of ensemble HMMs and stack traces to predict the reassignment of bug report fields [Communication écrite]. 2021 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2021), Honolulu, HI, USA (11 pages). Lien externe
Janecek, M., Ezzati-Jivan, N., & Azhari, S. V. (octobre 2021). Container Workload Characterization Through Host System Tracing [Communication écrite]. IEEE International Conference on Cloud Engineering (IC2E 2021), San Francisco, CA, USA. Lien externe
Joshi, C. K., Cappart, Q., Rousseau, L.-M., & Laurent, T. (octobre 2021). Learning TSP requires rethinking generalization [Communication écrite]. 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), Montpellier, France (21 pages). Disponible
Kaufmann, M., Sheridan, K., & Beltrame, G. (octobre 2021). Towards Human-in-the-Loop Autonomous Multi-Robot Operations [Communication écrite]. 23rd ACM International Conference on Multimodal Interaction (ICMI 2021 - Companion), Montreal, Qc, Canada. Lien externe
Kaufmann, M., Vaquero, T. S., Correa, G. J., Otsu, K., Ginting, M. F., Beltrame, G., & Agha-Mohammadi, A.-A. (mars 2021). Copilot MIKE: an autonomous assistant for multi-robot operations in cave exploration [Communication écrite]. IEEE Aerospace Conference (AeroConf 2021), Big Sky, MT, USA (9 pages). Lien externe
Kermansaravi, Z., Rahman, S., Khomh, F., Jaafar, F., & Guéhéneuc, Y.-G. (mai 2021). Investigating design anti-pattern and design pattern mutation and their change- and fault-proneness [Communication écrite]. 43rd IEEE/ACM International Conference on Software Engineering (41 pages). Non disponible
Keykhaie, S., & Pierre, S. (avril 2021). A Generic Model for Privacy-Preserving Authentication on Smartphones [Communication écrite]. IEEE International Systems Conference (SysCon 2021), Vancouver, BC, Canada (7 pages). Lien externe
Khvorov, A., Vasiliev, R., Chernishev, G., Muller Rodrigues, I., Koznov, D., & Povarov, N. (mai 2021). S3M: Siamese Stack (Trace) Similarity Measure [Communication écrite]. IEEE/ACM 18th International Conference on Mining Software Repositories (MSR 2021), Madrid, Spain. Lien externe
Lamghari, S., Bilodeau, G.-A., & Saunier, N. (janvier 2021). A Grid-based Representation for Human Action Recognition [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy. Lien externe
Lapointe, J., Becotte-Boutin, H.-S., Lafreniere-Greig, J., Gagnon, S., Levasseur, S., Labranche, P., Dauteuil, M., Dupont, A., Abdellatif, M., Li, M.-J., & Vallee, R. (juillet 2021). Wearable breathalyzer: A simple concept that uses mobile device existing optical components [Communication écrite]. Optical Sensors 2021, Washington, DC, USA. Lien externe
Li, Z., Li, H., Chen, T.-H. P., & Shang, W. (mai 2021). DeepLV: Suggesting log levels using ordinal based neural networks [Communication écrite]. 43rd International Conference on Software Engineering (ICSE 2021) (12 pages). Lien externe
Luinaud, T., Santiago da Silva, J., Langlois, J. M. P., & Savaria, Y. (février 2021). Design Principles for Packet Deparsers on FPGAs [Communication écrite]. ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2021) (7 pages). Disponible
Luo, B., Mosbah, M., Cuppens, F., Ben Othmane, L., Boulahia Cuppens, N., & Kallel, S. (novembre 2021). Risks and Security of Internet and Systems [Communication écrite]. 16th International Conference on Risks and Security of Internet and Systems (CRiSIS 2021). Lien externe
Ma, Y., Vadean, A., Beltrame, G., & Achiche, S. (octobre 2021). Conceptual design of a nano satellite incubator using axiomatic design and a mechatronic multicriteria profile [Communication écrite]. 23rd International Dependency and Structure Modeling Conference (DSM 2021), Montreal, Québec (10 pages). Lien externe
Madan, K., Ke, N. R., Goyal, A., Schölkopf, B., & Bengio, Y. (avril 2021). Fast and slow learning of recurrent independent mechanisms [Communication écrite]. 10th International Conference on Learning Representations (ICLR 2021) (18 pages). Non disponible
Martel, F., & Zouaq, A. (mars 2021). Taxonomy extraction using knowledge graph embeddings and hierarchical clustering [Communication écrite]. 36th Annual ACM Symposium on Applied Computing (SAC 2021). Lien externe
Masoom, A., Guironnet, A., Zeghaida, A. A., Ould-Bachir, T., & Mahseredjian, J. (juin 2021). Modelica-based simulation of electromagnetic transients using Dynaωo: Current status and perspectives [Communication écrite]. International Conference on Power Systems Transients (IPST 2021), Belo Horizonte, Brazil (6 pages). Publié dans Electric Power Systems Research, 197. Lien externe
Masoom, A., Mahseredjian, J., Ould-Bachir, T., & Guironnet, A. (septembre 2021). Electromagnetic transient simulation of large power networks with Modelica [Communication écrite]. 14th Modelica Conference 2021, Linköping, Suède. Disponible
Meddah, K., Ould-Bachir, T., Becherif, M., & Benmouna, A. (septembre 2021). An FPGA-based Real-Time Simulation of a Hybrid Fuel Cell/Battery Source [Communication écrite]. IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2021) (5 pages). Lien externe
Merzouk, M. A., Cuppens, F., Boulahia Cuppens, N., & Yaich, R. (novembre 2020). A Deeper Analysis of Adversarial Examples in Intrusion Detection [Communication écrite]. 15th International Conference on Risks and Security of Internet and Systems (CRISIS 2020), Paris, France. Lien externe
Messoussi, O., Göhring de Magalhães, F., Lamarre, F., Perreault, F., Sogoba, I., Bilodeau, G.-A., & Nicolescu, G. (octobre 2021). Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes [Communication écrite]. 16th International Symposium on Visual Computing (ISVC 2021). Lien externe
Miah, M., Pepin, J., Saunier, N., & Bilodeau, G.-A. (janvier 2021). An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020). Lien externe
Miah, M., Saunier, N., & Bilodeau, G.-A. (juin 2021). MeNToS : Tracklets association with a space-time memory network [Communication écrite]. Robust Video Scene Understanding: Tracking and Video Segmentation workshop (CVPR-W), 2021 (4 pages). Lien externe
Mindom, P. S. N., Nikanjam, A., Khomh, F., & Mullins, J. (décembre 2021). On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods [Communication écrite]. 21st International Conference on Software Quality, Reliability and Security (QRS 2021), Hainan, China. Lien externe
Mlika, Z., & Cherkaoui, S. (juin 2021). Competitive Algorithms and Reinforcement Learning for NOMA in IoT Networks [Communication écrite]. IEEE International Conference on Communications (ICC 2021), Montreal, Qc, Canada (6 pages). Lien externe
Moradi Dakhel, A., Desmarais, M. C., & Khomh, F. (juin 2021). Assessing developer expertise from the statistical distribution of programming syntax patterns [Communication écrite]. 25th Evaluation and Assessment in Software Engineering Conference (EASE 2021). Lien externe
Moudoud, H., Cherkaoui, S., & Khoukhi, L. (juin 2021). Towards a Scalable and Trustworthy Blockchain: IoT Use Case [Communication écrite]. IEEE International Conference on Communications (ICC 2021), Montreal, Qc, Canada (6 pages). Lien externe
Moudoud, H., Cherkaoui, S., & Khoukhi, L. (décembre 2021). Towards a secure and reliable federated learning using blockchain [Communication écrite]. IEEE Global Communications Conference (IEEE GLOBAL 2021), Madrid, Spain. Lien externe
Naga Karthik, E. M. V., Laporte, C., & Cheriet, F. (février 2021). Three-dimensional segmentation of the scoliotic spine from MRI using unsupervised volume-based MR-CT synthesis [Communication écrite]. Medical Imaging 2021: Image Processing (8 pages). Lien externe
Neal, C., Dagdougui, H., Lodi, A., & Fernandez, J. M. (janvier 2021). Reinforcement Learning Based Penetration Testing of a Microgrid Control Algorithm [Communication écrite]. 11th IEEE Annual Computing and Communication Workshop and Conference (CCWC 2021), Nevada, USA. Lien externe
Neishabouri, A., & Desmarais, M. C. (septembre 2021). Estimating the number of latent topics through a combination of methods [Communication écrite]. 25th KES International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2021), Szczecin, Poland. Publié dans Procedia Computer Science, 192. Lien externe
Neishabouri, A., & Desmarais, M. C. (septembre 2021). Inferring the number and order of embedded topics across documents [Communication écrite]. 25th KES International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2021), Szczecin, Poland. Publié dans Procedia Computer Science, 192. Lien externe
Nekoei, H., Badrinaaraayanan, A., Courville, A., & Anbil Parthipan, S. C. (juillet 2021). Continuous Coordination As a Realistic Scenario for Lifelong Learning [Communication écrite]. International Conference on Machine Learning (ICML 2021). Lien externe
Nguyen-The, M., Bilodeau, G.-A., & Rockemann, J. (août 2022). Leveraging sentiment analysis knowledge to solve emotion detection tasks [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR), Montreal, Qc, Canada. Lien externe
Nikanjam, A., & Khomh, F. (septembre 2021). Design Smells in Deep Learning Programs: An Empirical Study [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2021), Luxembourg, Netherlands. Lien externe
Njomou, A. T., Johanne Bifona Africa, A., Adams, B., & Fokaefs, M.-E. (mars 2021). MSR4ML: Reconstructing Artifact Traceability in Machine Learning Repositories [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2021), Honolulu, HI, USA. Lien externe
Ould-Bachir, T., Chalangar, H., Sheshyekani, K., & Mahseredjian, J. (juin 2020). High performance computing engines for the FPGA-based simulation of the ULM [Communication écrite]. 21st Power Systems Computation Conference (PSCC 2020) (7 pages). Publié dans Electric Power Systems Research, 190. Lien externe
Parjadis, A., Cappart, Q., Rousseau, L.-M., & Bergman, D. (juillet 2021). Improving Branch-and-Bound Using Decision Diagrams and Reinforcement Learning [Communication écrite]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria. Lien externe
Parthasarathi, P., Abdelsalam, M., Anbil Parthipan, S. C., & Pineau, J. (juillet 2021). A brief study on the effects of training generative dialogue models with a semantic loss [Communication écrite]. 22nd Annual Meeting of the Special-Interest-Group-on-Discourse-and-Dialogue (SIGDIAL 2021), Singapore, Singapore. Lien externe
Patel, S., Park, B., Ezzati-jivan, N., & Fournier, Q. (décembre 2021). Automated Cause Analysis of Latency Outliers Using System-Level Dependency Graphs [Communication écrite]. 2021 IEEE 21st International Conference on Software Quality, Reliability and Security (QRS 2021), Hainan, China. Lien externe
Peng, W., Zhang, Y., & Desmarais, M. C. (janvier 2021). Spatial convolution neural network for efficient prediction of aerodynamic coefficients [Communication écrite]. AIAA SciTech Forum. Lien externe
Perez-Salazar, S., Torrico, A., & Verdugo, V. (octobre 2021). Preserving Diversity when Partitioning: A Geometric Approach [Communication écrite]. ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO 2021) (11 pages). Lien externe
Perreault, H., Bilodeau, G.-A., Saunier, N., & Heritier, M. (octobre 2021). CenterPoly: real-time instance segmentation using bounding polygons [Communication écrite]. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2021), Montreal, Qc, Canada. Lien externe
Pesant, G., Meel, K. S., & Mohammadalitajrishi, M. (juillet 2021). On the Usefulness of Linear Modular Arithmetic in Constraint Programming [Communication écrite]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austra. Lien externe
Piché, D., Zouaq, A., Gagnon, M., & Font, L. (septembre 2021). Masked language model entity matching for cultural heritage data [Communication écrite]. International Joint Workshop on Semantic Web and Ontology Design for Cultural Heritage (SWODCH 2021) (12 pages). Lien externe
Qasse, I., Mishra, S., & Hamdaqa, M. (juin 2021). iContractBot: A chatbot for Smart Contracts' Specification and Code Generation [Communication écrite]. 3rd International Workshop on Bots in Software Engineering (BotSE 2021) (4 pages). Lien externe
Ramtoula, B., Caccavale, A., Beltrame, G., & Schwager, M. (novembre 2021). MSL-RAPTOR: A 6DoF Relative Pose Tracker for Onboard Robotic Perception [Communication écrite]. 17th International Symposium on Experimental Robotics (ISER 2021), Malta. Lien externe
Rivera-Landos, E., Khomh, F., & Nikanjam, A. (décembre 2021). The Challenge of Reproducible ML: An Empirical Study on The Impact of Bugs [Communication écrite]. 21st International Conference on Software Quality, Reliability and Security (QRS 2021), Hainan, China. Lien externe
Romoff, J., Henderson, P., Kanaa, D., Bengio, E., Touati, A., Bacon, P.-L., & Pineau, J. (mai 2021). TDprop : does adaptive optimization with Jacobi preconditioning help temporal difference learning? [Communication écrite]. 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021) (9 pages). Lien externe
Roy, P. R., Bilodeau, G.-A., & Seoud, L. (janvier 2021). Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning [Communication écrite]. ICPR International Conference on Pattern Recognition. Lien externe
Roy, P. R., Bilodeau, G.-A., & Séoud, L. (juillet 2021). Predicting next local appearance for video anomaly detection [Communication écrite]. 17th International Conference on Machine Vision Applications (MVA 2021), Aichi, Japan (5 pages). Lien externe
Sanei, A., Cheng, J., & Adams, B. (mai 2021). The Impacts of Sentiments and Tones in Community-Generated Issue Discussions [Communication écrite]. 13th IEEE/ACM International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE 2021) (10 pages). Lien externe
Sankaran, A., Mastropietro, O., Saboori, E., Idris, Y., Sawyer, D., AskariHemmat, M.H., & Hacene, G. B. (février 2021). Deeplite Neutrino (TM): An End-to-End Framework for Constrained Deep Learning Model Optimization [Communication écrite]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Lien externe
Shakeri, S., Le, W., Ménard, C., & Kadoury, S. (avril 2021). Deformable Mri To Transrectal Ultrasound Registration For Prostate Interventions With Shape-Based Deep Variational Auto-Encoders [Communication écrite]. 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), Nice, France. Lien externe
Shams, R., Le, W., Weihs, A., & Kadoury, S. (avril 2021). Intensity-Based Wasserstein Distance as a Loss Measure for Unsupervised Deformable Deep Registration [Communication écrite]. 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), Nice, France. Lien externe
Soualhia, M., Khomh, F., & Tahar, S. (septembre 2021). Failure analysis of hadoop schedulers using an integration of model checking and simulation [Communication écrite]. 9th International Symposium on Symbolic Computation in Software Science (SCSS 2021). Lien externe
Svecic, A., Soulez, G., Monet, F., Kashyap, R., & Kadoury, S. (septembre 2021). Multimodal Sensing Guidewire for C-Arm Navigation with Random UV Enhanced Optical Sensors Using Spatio-Temporal Networks [Communication écrite]. 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2021), Strasbourg, France. Lien externe
Tran, V. T., Abdellatif, M., & Guéhéneuc, Y.-G. (novembre 2021). Formalising Solutions to REST API Practices as Design (Anti)Patterns [Communication écrite]. 19th International Conference on Service-Oriented Computing (ICSOC 2021). Lien externe
Vahedi, M., Rahman, M. M., Khomh, F., Uddin, G., & Antoniol, G. (mars 2021). Summarizing Relevant Parts from Technical Videos [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2021), Honolulu, HI, USA. Lien externe
Vazquez Romaguera, L., Mezheritsky, T., & Kadoury, S. (septembre 2021). Personalized Respiratory Motion Model Using Conditional Generative Networks for MR-Guided Radiotherapy [Communication écrite]. 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021). Lien externe
Verhaeghe, H. , Nijssen, S., Pesant, G., Quimper, C.-G., & Schaus, P. (juin 2021). Learning Optimal Decision Trees using Constraint Programming [Communication écrite]. 16th French-Speaking Conference on Constraint Programming (JFPC 2021). Non disponible
Vorontsov, E., & Kadoury, S. (octobre 2021). Label noise in segmentation networks: Mitigation must deal with bias [Communication écrite]. 1st MICCAI Workshop on Data Augmentation, Labelling and Imperfections (DALI 2021). Lien externe
Yassine, I., Halabi, T., & Bellaïche, M. (décembre 2021). Security risk assessment methodologies in the Internet of Things: Survey and taxonomy [Communication écrite]. 21st IEEE International Conference on Software Quality, Reliability and Security (QRS-C 2021), Hainan, China. Lien externe
Bouteiller, Y., Ramstedt, S., Beltrame, G., Pal, C. J., & Binas, J. (mai 2021). Reinforcement Learning with Random Delays [Affiche]. 9th International Conference on Learning Representations (ICLR 2021). Non disponible
Chan, A., Ong, Y.-S., Pung, B., Zhang, A., & Fu, J. (mai 2021). Cocon : A self-supervised approach for controlled text generation [Affiche]. 9th International Conference on Learning Representations (ICLR 2021), Vienna, Austria. Non disponible
Kadoury, S., Lopera, D., Shams, R., Beliveau-Nadeau, D., Delouya, G., Boudam, K., Carrier, J.-F., & Menard, C. (mai 2021). Registration accuracy of an integrated MR-TRUS navigation system for prostate HDR brachytherapy [Affiche]. World Congress of Brachytherapy. Publié dans Radiotherapy and Oncology, 158. Lien externe
Pilault, J., El Hattami, A., & Pal, C. J. (mai 2021). Conditionally adaptive multi-task learning: Improving transfer learning in nlp using fewer parameters & less data [Affiche]. 9th International Conference on Learning Representations (ICLR 2021), Vienne, Austria. Non disponible
Grajales, D., Picot, F., Shams, R., Barkati, M., Delouya, G., Béliveau-Nadeau, D., Nicolas, B., Leblond, F., Menard, C., & Kadoury, S. (octobre 2021). In Vivo Confirmation of Prostate Tumor Burden During HDR Brachytherapy With a Combined Raman Spectroscopy and MRI Radiomics Approach [Résumé]. ASTRO 63rd Annual Meeting, Chicago, Illinois. Publié dans International Journal of Radiation Oncology Biology Physics, 111(3 (suppl.)). Lien externe
Grichi, M., Abidi, M., Jaafar, F., Eghan, E. E., & Adams, B. (décembre 2020). On the Impact of Interlanguage Dependencies in Multilanguage Systems Empirical Case Study on Java Native Interface Applications (JNI) [Résumé]. 20th International Conference on Software Quality, Reliability, and Security (QRS 2020), Macau, China. Publié dans IEEE Transactions on Reliability, 70(1). Lien externe
Ma, Y., Engler, K., Vicente, S., Achiche, S., Lemire, B., Cruz, A. R., Thériault, L., Soussou, S., Regazzoni, B., Tu, G., Haj, M. N. E., de Pokomandy, A., Cox, J., Niaki, N. Z., & Lebouche, B. (octobre 2021). Usability of an artificial intelligence chatbot to facilitate self-management of antiretroviral therapy in HIV patients [Résumé]. 18th European AIDS Conference (EACS 2021), Londres, Royaume-Uni. Publié dans HIV Medicine, 22(S3). Lien externe
Navarro, I., Joseph, L., Liu, Z., Taussky, D., Delouya, G., Barkati, M., Beauchemin, M.-C., Niazi, T., Berlin, A., Helou, J., Raman, S., Beliveau-Nadeau, D., Kadoury, S., Rink, A., Chung, P., & Menard, C. (mai 2021). Outcomes in focal vs. dose-painted salvage HDR brachytherapy for locally recurrent prostate cancer [Résumé]. World Congress of Brachytherapy. Publié dans Radiotherapy and Oncology, 158. Lien externe
Faure, B., Perreault, H., Bilodeau, G.-A., & Saunier, N. (décembre 2021). PolyTrack : tracking with bounding polygons [Présentation]. Dans NeurIPS Machine Learning for Autonomous Driving Workshop. Lien externe
Taguet, A., Mohammadi, M., Heuzey, M.-C., & Carreau, P. (octobre 2021). Polymer Blend Nanocomposites Based on Cellulose Nanocrystals (CNC) [Présentation]. Dans 7th International Polysaccharide Conference (EPNOE 2021), Nantes, France. Lien externe
Abdi Ghavidel, H. (2021). Automatic Short Answer Grading Using Transformers [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Arseneault, S. (2021). Risk Awareness in Swarm Robotics [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Astanehparast, E. (2021). Ontologies for Insider Surveillance Indicators Rendering [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Badaoui, A. (2021). Proposition d'approche pour la détection de menace interne [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Barzegar, A. (2021). A Differential Private Approach for Preserving the Privacy in Deep Learning Algorithms [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Bouchard, I. (2021). Building Damage Assessment After a Natural Disaster in Emergency Contexts: A Deep Learning Approach [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Bouteiller, Y. (2021). Deep Reinforcement Learning in Real-Time Environments [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Cordonnier Martin De Gibergues, G. (2021). Using Information from Solution Densities of Relaxations in Solving Variants of the Traveling Salesman Problem [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Cros, S. (2021). Méthodes d'apprentissage profond 3D en radiothérapie pour la segmentation d'organes et la prédiction de distributions de dose [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Dominguez Trujillo, A. (2021). Reinforcement-Learning-Based Attacks on Adaptive Traffic Control Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Dumas, R. (2021). Segmentation de la couche choroïdienne sur images OCT oculaires par apprentissage profond et applications [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
El Hattami, A. (2021). Large Scale Conditional Multitask Learning for Natural Language Processing [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Fahimimoghaddam, G. (2021). A Customizable On-Demand Big Data Health Analytics Platform Using Cloud and Container Technologies [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Habibzadeh Motlagh, A. (2021). Detection, Classification, and Modeling Evaluation of Network Intrusions [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Hamidi, A. (2021). Machine Learning Engineering: An Exploratory Study of Challenges and Practices [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Humeniuk, D. (2021). A Search-Based Framework for Automatic Generation of Testing Environments for Cyber-Physical Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Jimenez Aranda, I. (2021). Towards Improving the Security and Privacy of Discovery Protocols in IoT [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Kang, Z. (2021). Multiple Object Tracking in Videos [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Langlois, J.-G. (2021). Infrastructure de test pour la cybersécurité des systèmes maritimes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Léonard, F. (2021). Détection de collisions d'objets déformables en temps réel pour la simulation chirurgicale [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Margier, M. (2021). Analyse de similarité de kits de phishing en PHP, HTML et JavaScript [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Messoussi, O. (2021). Real-Time Vehicle Detection and Tracking From Surveillance Cameras in Urban Scenes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Nahon, R. (2021). Développement d'un module d'association de tracklets pour améliorer des traqueurs dans le suivi de piétons dans un milieu urbain [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Omrani, B. (2021). Apprentissage par renforcement d'heuristiques de branchement en programmation par contraintes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Openja, M. (2021). An Empirical Study of Testing and Release Practices for Machine Learning Software Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Ouattara, J.-Y. S. (2021). Évaluation d'infrastructures sémantiques à large échelle pour la détection d'intrusion dans un centre d'opérations et de sécurité de l'information [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Perreault, M. (2021). Inférence du niveau d'expertise d'un auteur basée sur un corpus de textes avec une extension du Latent Dirichlet Allocation [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Pollo-Guilbert, G.-A. (2021). Déduction des cibles de sauts indirects pour les applications de traçage x86 [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Royer-Rivard, R. (2021). Mise en correspondance spatio-temporelle de séquences angiographiques par apprentissage profond [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Serret, M. F. (2021). Biased Quantum Walks as Value Heuristics for the Quantum Backtracking Algorithm [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Simard, J.-G. (2021). Learned Image Compression for Machine Visual Perception [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Tchanjou Njomou, A. (2021). DevOps4ML : analyse et reconstruction semi-automatique des artéfacts et pipelines d'apprentissage machine [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Ton, K. (2021). Using a Diversity Criterion to Select Training Sets for Machine Learning Models [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Vahedi, M. (2021). TechTube: Summarizing Relevant Parts from Technical Videos [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Valenchon, N. (2021). Développement d'un système de stimulation en temps réel de l'activité cérébrale [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Yaali, J. (2021). HFT Data Visualization [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Abdellatif, M. (2021). Service Identification to Support the Migration of Legacy Systems to SOA [Thèse de doctorat, Polytechnique Montréal]. Disponible
Abidi, M. (2021). Multi-Language Design Smells: Characteristics, Prevalence, and Impact [Thèse de doctorat, Polytechnique Montréal]. Disponible
Alves Randel, R. (2021). Optimization Methods to Enhance Constraint-Based Semi-Supervised Clustering [Thèse de doctorat, Polytechnique Montréal]. Disponible
Belkhiri, A. (2021). Analyse de performances des réseaux programmables, à partir d'une trace d'exécution [Thèse de doctorat, Polytechnique Montréal]. Disponible
Bhatnagar, S. R. (2021). Technology Mediated Peer Instruction [Thèse de doctorat, Polytechnique Montréal]. Disponible
El Garoui, L. (2021). Approches de routage basées sur les technologies émergentes SDN et IoT pour les environnements intelligents [Thèse de doctorat, Polytechnique Montréal]. Disponible
Falahatraftar, F. (2021). Congestion Prediction and Avoidance Mechanisms for Heterogeneous Vehicular Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible
Font, L. (2021). Génération automatique de preuves pour un logiciel tuteur en géométrie [Thèse de doctorat, Polytechnique Montréal]. Disponible
Gingras Harvey, F. (2021). Deep Representation Learning of 3D Human Motion with Recurrent Neural Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible
Keykhaie, S. (2021). Secure Authentication for Mobile Users [Thèse de doctorat, Polytechnique Montréal]. Disponible
Labrèche, F. (2021). Better Understanding Malware through a Deep Analysis of the Infection Chain [Thèse de doctorat, Polytechnique Montréal]. Disponible
Neal, C. (2021). Methods for Assessing the Cybersecurity Posture of Critical Infrastructure via Testbed-Based Experimentation [Thèse de doctorat, Polytechnique Montréal]. Disponible
Neishabouri, A. (2021). Techniques to Infer the Number of Latent Dimensions [Thèse de doctorat, Polytechnique Montréal]. Disponible
Olivier, P. (2021). Fairness in Combinatorial Optimization [Thèse de doctorat, Polytechnique Montréal]. Disponible
Ooi, H. L. (2021). Multiple Object Tracking in Urban Traffic Scenes [Thèse de doctorat, Polytechnique Montréal]. Disponible
Perreault, H. (2021). Détection et segmentation des usagers de la route dans des images et vidéos [Thèse de doctorat, Polytechnique Montréal]. Disponible
Liao, L., Chen, J., Li, H., Zeng, Y., Shang, W., Sporea, C., Toma, A., & Sajedi, S. (2021). TSE2021 Replication Package [Ensemble de données]. Lien externe
Omrani, H., Modroiua, M., Lenzi, J., Omrani, B., Said, Z., Suhrcke, M., Tchicaya, A., Nguyen, N., & Parmentier, A. (2021). COVID-19 in Europe at NUTS3 level [Ensemble de données]. Lien externe
Sanei, A., Cheng, J., & Adams, B. (2021). The Impacts of Sentiments and Tones in Community-Generated Issue Discussions [Ensemble de données]. Lien externe
Moreno-Jiménez, L.-G., & Torres-Moreno, J.-M. (2021). MegaLite-2: An Extended Bilingual Comparative Literary Corpus. Lien externe
Ehsan, O., Barbour, L., Khomh, F., & Zou, Y. (2021). Is Late Propagation a Harmful Code Clone Evolutionary Pattern? An Empirical Study. Dans Inoue, K., & Roy, C. K. (édit.), Code Clone Analysis : Research, Tools, and Practice . Lien externe
Laperrière, J.-S., Lam, D., & Funakoshi, K. (2021). Packing, Stacking, and Tracking: An Empirical Study of Online User Adaptation. Dans Conversational Dialogue Systems for the Next Decade (Vol. 704, p. 319-336). Lien externe