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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. (2021). Service Identification to Support the Migration of Legacy Systems to SOA [Thèse de doctorat, Polytechnique Montréal]. Disponible
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
Abdelsalam, M., Faramarzi, M., Sodhani, S., & Anbil Parthipan, S. C. (juin 2021). IIRC: Incremental Implicitly-Refined Classification [Communication écrite]. Conference on Computer Vision and Pattern Recognition (CVPR) (31 pages). Lien externe
Abdi Ghavidel, H. (2021). Automatic Short Answer Grading Using Transformers [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Abidi, M. (2021). Multi-Language Design Smells: Characteristics, Prevalence, and Impact [Thèse de doctorat, Polytechnique Montréal]. Disponible
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. (décembre 2021). Mean-field game and reinforcement learning MEC resource provisioning for SFC [Communication écrite]. IEEE Global Communications Conference (IEEE GLOBAL 2021), Madrid, Spain. 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
Abouaomar, A., Mlika, Z., Filali, A., Cherkaoui, S., & Kobbane, A. (octobre 2021). A Deep Reinforcement Learning Approach for Service Migration in MEC-enabled Vehicular Networks [Communication écrite]. 46th IEEE Conference on Local Computer Networks (LCN 2021), Edmonton, Alberta, Canada. 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
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
Alghamdi, R., & Bellaïche, M. (mai 2021). A Deep Intrusion Detection System in Lambda Architecture Based on Edge Cloud Computing for IoT [Communication écrite]. 4th International Conference on Artificial Intelligence and Big Data (ICAIBD 2021), Chengdu, China. 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
Alves Randel, R. (2021). Optimization Methods to Enhance Constraint-Based Semi-Supervised Clustering [Thèse de doctorat, Polytechnique Montréal]. Disponible
Aly, M., Khomh, F., & Yacout, S. (décembre 2021). On the performance implications of deploying IoT apps as faas [Communication écrite]. 1st International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC 2021), Varanasi, India. 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
Ansel, G., Pastor, D., Cuppens, F., & Boulahia Cuppens, N. (avril 2021). Asymptotic Random Distortion Testing and Application to Change-in-Mean Detection [Communication écrite]. 10th International Symposium on Signal, Image, Video and Communications (ISIVC 2020). Lien externe
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
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. (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
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
Barzegar, A. (2021). A Differential Private Approach for Preserving the Privacy in Deep Learning Algorithms [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
Beaupre, D.-A., & Bilodeau, G.-A. (janvier 2021). Domain Siamese CNNs for Sparse Multispectral Disparity Estimation [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020). Lien externe
Belkhiri, A. (2021). Analyse de performances des réseaux programmables, à partir d'une trace d'exécution [Thèse de doctorat, Polytechnique Montréal]. Disponible
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
Bengio, Y., Gupta, P., Maharaj, T., Rahaman, N., Weiss, M., Deleu, T., Muller, E., Qu, M., Schmidt, V., St-Charles, P.-L., Alsdurf, H., Bilanuik, O., Buckeridge, D., Caron, G. M., Carrier, P.-L., Ghosn, J., Ortiz-Gagne, S., Pal, C., Rish, I., ... Williams, A. (mai 2021). Predicting infectiousness for proactive contact tracing [Communication écrite]. 9th International Conference on Learning Representations (ICLR 2021), Vienne, Austria. Non 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
Bhatnagar, S. R. (2021). Technology Mediated Peer Instruction [Thèse de doctorat, Polytechnique Montréal]. 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
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
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
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
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
Capelli, B., Fouad, H., Beltrame, G., & Sabattini, L. (mai 2021). Decentralized Connectivity Maintenance with Time Delays using Control Barrier Functions [Communication écrite]. IEEE International Conference on Robotics and Automation (ICRA 2021), Xi'an, China. Lien externe
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
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
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
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
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
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
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
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
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
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
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2021). Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds. (Rapport technique n° 2021-09). 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. (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
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
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
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
Denys, P.-F., Dagenais, M., & Pepin, M. (2021). Advanced tracing methods for container messaging systems analysis. Journal of Cloud Computing, 14 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
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., Hafeli, 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 e1-1292-1295 e1. Lien externe
Dominguez Trujillo, A. (2021). Reinforcement-Learning-Based Attacks on Adaptive Traffic Control Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
Dumas, R. (2021). Segmentation de la couche choroïdienne sur images OCT oculaires par apprentissage profond et applications [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
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
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
El Hattami, A. (2021). Large Scale Conditional Multitask Learning for Natural Language Processing [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
Fahimimoghaddam, G. (2021). A Customizable On-Demand Big Data Health Analytics Platform Using Cloud and Container Technologies [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Falahatraftar, F. (2021). Congestion Prediction and Avoidance Mechanisms for Heterogeneous Vehicular Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible
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
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
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
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
Fleischli, B., Del Rio, A., Casartelli, E., Mangani, L., Mullins, B. F., Devals, C., & Melot, M. (mars 2021). Application of a general discrete adjoint method for draft tube optimization [Communication écrite]. 30th IAHR Symposium on Hydraulic Machinery and Systems (IAHR 2020), Lausanne, Switzerland (12 pages). Publié dans IOP Conference Series: Earth and Environmental Science, 774. Disponible
Font, L. (2021). Génération automatique de preuves pour un logiciel tuteur en géométrie [Thèse de doctorat, Polytechnique Montréal]. Disponible
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, 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
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
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
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
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
Gingras Harvey, F. (2021). Deep Representation Learning of 3D Human Motion with Recurrent Neural Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible
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
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
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
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
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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
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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
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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
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
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Royer-Rivard, R. (2021). Mise en correspondance spatio-temporelle de séquences angiographiques par apprentissage profond [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
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Serret, M. F. (2021). Biased Quantum Walks as Value Heuristics for the Quantum Backtracking Algorithm [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
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Simard, J.-G. (2021). Learned Image Compression for Machine Visual Perception [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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Tchanjou Njomou, A. (2021). DevOps4ML : analyse et reconstruction semi-automatique des artéfacts et pipelines d'apprentissage machine [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
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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
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Vahedi, M. (2021). TechTube: Summarizing Relevant Parts from Technical Videos [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
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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
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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
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Yaali, J. (2021). HFT Data Visualization [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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
