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Abbasi, H., Ezzati-Jivan, N., Bellaïche, M., Talhi, C., & Dagenais, M. (2019). Machine learning-based EDoS attack detection technique using execution trace analysis. Journal of Hardware and Systems Security, 3(2), 164-176. Disponible
Abdelsalam, A. (2019). Efficient FPGA-Based Inference Architectures for Deep Learning Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible
Abdelsalam, A. M., Elsheikh, A., David, J. P., & Langlois, J. M. P. (octobre 2019). POLYCiNN: Multiclass Binary Inference Engine using Convolutional Decision Forests [Communication écrite]. 13th Conference on Design and Architectures for Signal and Image Processing (DASIP 2019), Montréal, Qc, Canada. Lien externe
Abdolmanafi, A., Cheriet, F., Duong, L., Ibrahim, R., & Dahdah, N. (2019). An automatic diagnostic system of coronary artery lesions in Kawasaki Disease using IV-OCT imaging. Journal of Biophotonics, 13(1), e201900112 (16 pages). Lien externe
Abdolmanafi, A., Duong, L., Cheriet, F., & Dahdah, N. S. (2019). Intra-slice motion correction of intravascular OCT images using deep features. IEEE Journal of Biomedical and Health Informatics, 23(3), 931-941. Lien externe
Abidi, M., Grichi, M., & Khomh, F. (novembre 2019). Behind the scenes: developers' perception of multi-language practices [Communication écrite]. 29th Annual International Conference on Computer Science and Software Engineering (CASCON 2019), Toronto, Ontario, Canada. Lien externe
Abidi, M., Grichi, M., Khomh, F., & Guéhéneuc, Y.-G. (juillet 2019). Code smells for multi-language systems [Communication écrite]. 24th European Conference on Pattern Languages of Programs (EuroPLoP 2019), Irsee, Germany (13 pages). Lien externe
Abidi, M., Khomh, F., & Guéhéneuc, Y.-G. (juillet 2019). Anti-patterns for multi-language systems [Communication écrite]. 24th European Conference on Pattern Languages of Programs (EuroPLoP 2019), Irsee, Germany (14 pages). Lien externe
Abusitta, A., Bellaïche, M., & Dagenais, M. (2019). Multi-cloud cooperative intrusion detection system: trust and fairness assurance. Annals of Telecommunications, 74(9-10), 637-653. Lien externe
Abusitta, A., Bellaïche, M., Dagenais, M., & Halabi, T. (2019). A deep learning approach for proactive multi-cloud cooperative intrusion detection system. Future Generation Computer Systems-the International Journal of Escience, 98, 308-318. Lien externe
Ahmed, H., Pierre, S., & Quintero, A. (2019). A Cooperative Road Topology Based Handoff Management Scheme. IEEE Transactions on Vehicular Technology, 68(4), 3154-3162. Lien externe
Aljedaani, W., Nagappan, M., Adams, B., & Godfrey, M. (mai 2019). A comparison of bugs across the iOS and android platforms of two open source cross platform browser apps [Communication écrite]. 6th IEEE/ACM International Conference on Mobile Software Engineering and Systems (MOBILESoft 2019), Montréal, Qc, Canada. Lien externe
Aly, M., Khomh, F., Guéhéneuc, Y.-G., Washizaki, H., & Yacout, S. (2019). Is fragmentation a threat to the success of the Internet of things? IEEE Internet of Things Journal, 6(1), 472-487. Lien externe
Aly, M., Khomh, F., Haoues, M., Quintero, A., & Yacout, S. (2019). Enforcing security in Internet of Things frameworks: A Systematic Literature Review. Internet of Things, 6, 100050 (24 pages). Lien externe
An, L. (2019). Understanding the Impact of Release Processes and Practices on Software Quality [Thèse de doctorat, Polytechnique Montréal]. Disponible
An, L., Castelluccio, M., & Khomh, F. (2019). An empirical study of DLL injection bugs in the Firefox ecosystem. Empirical Software Engineering, 24(4), 1799-1822. Lien externe
Arya, D., Wang, W., Guo, J. L. C., & Cheng, J. (mai 2019). Analysis and Detection of Information Types of Open Source Software Issue Discussions [Communication écrite]. 41st IEEE/ACM International Conference on Software Engineering (ICSE 2019), Montréal, Qc, Canada. Lien externe
Ashtiani, A. F., & Pierre, S. (mai 2019). Secrecy Based Resource Allocation for D2D Communication Using Tabu Search Algorithm [Communication écrite]. IEEE Canadian Conference of Electrical and Computer Engineering (CCECE 2019), Edmonton, AB, Canada (5 pages). Lien externe
Asri, I. E., Kerzazi, N., Uddin, G., Khomh, F., & Janati Idrissi, M. A. (2019). An empirical study of sentiments in code reviews. Information and Software Technology, 114, 37-54. Lien externe
Aurora Dugo, A. T., Lefoul, J.-B., Göhring de Magalhães, F., Assal, D., & Nicolescu, G. (2019). Cache locking content selection algorithms for ARINC-653 compliant RTOS. ACM Transactions on Embedded Computing Systems, 18(5), 1-20. Lien externe
Azizi, A., Tremblay, C. C., Gagné, K., & Martel, S. (2019). Using the fringe field of a clinical MRI scanner enables robotic navigation of tethered instruments in deeper vascular regions. Science Robotics, 4(36), eaax7342 (12 pages). Lien externe
Barbez, A., Khomh, F., & Guéhéneuc, Y.-G. (septembre 2019). Deep Learning Anti-Patterns from Code Metrics History [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution, (ICSME 2019), Cleveland, OH, United states. Lien externe
Beaupre, D.-A., & Bilodeau, G.-A. (juin 2019). Siamese CNNs for RGB-LWIR Disparity Estimation [Communication écrite]. 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA. Lien externe
Becker, R., Hafnaoui, I., Houle, M. E., Li, P., & Zimek, A. (octobre 2019). Subspace Determination Through Local Intrinsic Dimensional Decomposition [Communication écrite]. 12th International Conference on Similarity Search and Applications (ISAP 2019), Newak, New Jersey. Lien externe
Beckham, C., Honari, S., Lamb, A., Verma, V., Ghadiri, F., Hjelm, R. D., & Pal, C. J. (mai 2019). Adversarial mixup resynthesizers [Communication écrite]. Deep Generative Models for Highly Structured Data (DGS@ICLR 2019 Workshop), New Orleans, LA (20 pages). Lien externe
Beckham, C., Honari, S., Verma, V., Lamb, A., Ghadiri, F., Hjelm, R. D., Bengio, Y., & Pal, C. J. (décembre 2019). On adversarial mixup resynthesis [Communication écrite]. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. Lien externe
Beji, S., Hamadou, S., Mullins, J., & Gherbi, A. (2019). Iterative integration of TTEthernet network flows. International Journal of Critical Computer-Based Systems, 9(3), 167-92. Lien externe
Béland, A. (2019). Visualisation interactive de données budgétaires [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Beland, S., Bouthillier, I. B., Desmarais, M. C., Loignon, G., & Loye, N. (juillet 2019). Second LABBEC workshop: Learning analytics, building bridges between the education and the computing communities [Communication écrite]. 12th International Conference on Educational Data Mining (EDM 2019), Montréal, Québec. Lien externe
Belkhir, A., Abdellatif, M., Tighilt, R., Moha, N., Guéhéneuc, Y.-G., & Beaudry, E. (mai 2019). An Observational Study on the State of REST API Uses in Android Mobile Applications [Communication écrite]. 6th IEEE/ACM International Conference on Mobile Software Engineering and Systems (MOBILESoft 2019), Montréal, Qc, Canada. Lien externe
Ben Braiek, H. (2019). Towards Debugging and Testing Deep Learning Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Ben Braiek, H., & Khomh, F. (septembre 2019). DeepEvolution: A Search-Based Testing Approach for Deep Neural Networks [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2019), Cleveland, OH, United states. Lien externe
Ben Braiek, H., & Khomh, F. (juillet 2019). TFCheck : A TensorFlow Library for Detecting Training Issues in Neural Network Programs [Communication écrite]. 19th IEEE International Conference on Software Quality, Reliability and Security (QRS 2019), Sofia, Bulgaria. Lien externe
Benacer, I. (2019). Fast, Scalable, and Flexible C++ Hardware Architectures for Network Data Plane Queuing and Traffic Management [Thèse de doctorat, Polytechnique Montréal]. Disponible
Benacer, I., Boyer, F.-R., & Savaria, Y. (2019). A high-speed, scalable, and programmable traffic manager architecture for flow-based networking. IEEE Access, 7, 2231-2243. Disponible
Benacer, I., Boyer, F.-R., & Savaria, Y. (2019). HPQS: A fast, high-capacity, hybrid priority queuing system for high-speed networking devices. IEEE Access, 7, 130672-130684. Disponible
Benbrahim, S.-E., Quintero, A., & Bellaïche, M. (2019). Live Placement of Interdependent Virtual Machines to Optimize Cloud Service Profits and Penalties on SLAs. IEEE Transactions on Cloud Computing, 7(1), 237-249. Lien externe
Bianco, G. L., Lorca, X., Truchet, C., & Pesant, G. (2019). Revisiting counting solutions for the global cardinality constraint. Journal of Artificial Intelligence Research, 66, 411-441. Lien externe
Boucaud, L. (2019). Mécanismes d'attention pour les modèles convolutifs dans le cadre de la prédiction de trajectoires [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Brignol, A., Cheriet, F., & Laporte, C. (février 2019). A robust index for global tissue deformation analysis in ultrasound images [Communication écrite]. Medical Imaging 2019: Image Processing, USA (8 pages). Lien externe
Brunet, J.-N., Magnoux, V., Ozell, B., & Cotin, S. (mai 2019). Corotated meshless implicit dynamics for deformable bodies [Communication écrite]. 27th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Pilsen, République Tchèque. Publié dans Computer Science Research Notes, CSRN 2901. Lien externe
Businge, J., Openja, M., Kavaler, D., Bainomugisha, E., Khomh, F., & Filkov, V. (février 2019). Studying Android App Popularity by Cross-Linking GitHub and Google Play Store [Communication écrite]. 26th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2019), Hangzhou, China. Lien externe
Cabrera-Diego, L. A., El-Beze, M., Torres-Moreno, J.-M., & Durette, B. (2019). Ranking résumés automatically using only résumés: A method free of job offers. Expert Systems With Applications, 123, 91-107. Lien externe
Carpentier, E., Thomasset, C., & Briffaut, J. (novembre 2019). Bridging the gap: Data exfiltration in highly secured environments using bluetooth IoTs [Communication écrite]. 37th IEEE International Conference on Computer Design (ICCD 2019), Abu Dhabi, United Arab Emirates. Lien externe
Champagne, G. (2019). Outils d'analyse de performance de systèmes d'exploitation avec partitionnement spatial et temporel [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Chen, C., Panerati, J., Li, M., & Beltrame, G. (2019). Probabilistic timing analysis of time-randomised caches with fault detection mechanisms. IET Computers and Digital Techniques, 13(3), 129-139. Lien externe
Chen, G., Zhang, X., & Li, N. (2019). Novel method to simultaneously adjust the size and pH value of individual microdroplets in silicone oil. IEEE Access, 7, 114183-114190. Disponible
Cheng, J., & Guo, J. L. C. (mai 2019). Activity-Based Analysis of Open Source Software Contributors: Roles and Dynamics [Communication écrite]. 12th IEEE/ACM International Workshop on Cooperative and Human Aspects of Software Engineering (CHASE 2019), Montréal, Qc, Canada. Lien externe
Cobo, L., Fajardo-Toro, C.-H., & Quintero, A. (février 2019). On Improving the QoS of Video Applications with H.264 over WPANs [Communication écrite]. International Conference on Information Technology & Systems (ICITS 2019), Sangolqui, Quinto, Ecuador. Lien externe
Coste, P., Lodi, A., & Pesant, G. (juin 2019). Using Cost-Based Solution Densities from TSP Relaxations to Solve Routing Problems [Communication écrite]. 16th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2019), Thessaloniki, Greece. Lien externe
Cotsakis, R., St-Onge, D., & Beltrame, G. (mai 2019). Decentralized collaborative transport of fabrics using micro-UAVs [Communication écrite]. International Conference on Robotics and Automation (ICRA 2019), Montréal, QC, Canada. Lien externe
Damseh, R., Pouliot, P., Gagnon, L., Sakadzic, S., Boas, D., Cheriet, F., & Lesage, F. (2019). Automatic Graph-based Modeling of Brain Microvessels Captured with Two-Photon Microscopy. IEEE Journal of Biomedical and Health Informatics, 23(6), 2551-2562. Lien externe
Daoud, H. (2019). Analyse des performances de stockage, en mémoire et sur les périphériques d'entrée/sortie, à partir d'une trace d'exécution [Thèse de doctorat, Polytechnique Montréal]. Disponible
de Melo, I. F., Alabarse Rocha Mendes, G., & Aleixo Gelmetti, S. (juin 2019). Non-Scrum Implementation: A Methodological Approach for Small Companies [Résumé]. 18th European Conference on Research Methodology for Business and Management Studies (ECRM 2019), Johannesburg, South Africa. Lien externe
Dekhtyar, A., Hayes, J. H., Hadar, I., Combs, E., Ferrari, A., Gregory, S., Horkoff, J., Levy, M., Nayebi, M., Paech, B., Payne, J., Primrose, M., Spoletini, P., Clarke, S., Brophy, C., Amyot, D., Maalej, W., Ruhe, G., Cleland-Huang, J., & Zowghi, D. (2019). Requirements engineering (RE) for social good: RE cares [requirements]. IEEE Software, 36(1), 86-90, 94-86-90, 94. Lien externe
Devals, C., Murry, N., Mullins, B. F., Dompierre, J., Mangani, L., & Guibault, F. (septembre 2018). CFD-based casing and distributor hydraulic design optimization [Communication écrite]. 29th IAHR Symposium on Hydraulic Machinery and Systems, UK (10 pages). Lien externe
Dou, H., Barkaoui, K., Boucheneb, H., Jiang, X., & Wang, S. (2019). Maximal good step graph methods for reducing the generation of the state space. IEEE Access, 7, 155805-155817. Disponible
Doulcet, B., Devals, C., Nennemann, B., Gauthier, M., Guibault, F., & Trépanier, J.-Y. (octobre 2019). Two-way strongly coupled fluid-structure interaction simulations with OpenFOAM [Communication écrite]. 8th IAHR International Workshop on Cavitation and Dynamic Problems in Hydraulic Machinery and Systems (IAHR 2019), Stuttgart, Germany (7 pages). Lien externe
Eden, D., Gros, C., Badji, A., Dupont, S. M., De Leener, B., Maranzano, J., Zhuoquiong, R., Liu, Y., Granberg, T., Ouellette, R., Stawiarz, L., Hillert, J., Talbott, J., Bannier, É., Kerbrat, A., Edan, G., Labauge, P., Callot, V., Pelletier, J., ... Cohen-Adad, J. (2019). Spatial distribution of multiple sclerosis lesions in the cervical spinal cord. Brain, 142(3), 633-646. Lien externe
Elgaroui, L., Chamberland, S., & Pierre, S. (juin 2019). A new routing metric for real-time applications in smart cities [Communication écrite]. IEEE Sustainability through ICT Summit (StICT 2019), Montréal, Qc, Canada. Lien externe
Engoulou, R. G., Bellaïche, M., Halabi, T., & Pierre, S. (février 2019). A decentralized reputation management system for securing the internet of vehicles [Communication écrite]. International Conference on Computing, Networking and Communications (ICNC 2019), Honolulu, HI, USA. Lien externe
Fafolahan, É. M. O. (2019). Gestion de la mobilité dans les réseaux denses de cinquième génération (5G) [Thèse de doctorat, Polytechnique Montréal]. Disponible
Ferreira, I., Stewart, K., German, D. M., & Adams, B. (mai 2019). A Longitudinal Study on the Maintainers' Sentiment of a Large Scale Open Source Ecosystem [Communication écrite]. 4th IEEE/ACM International Workshop on Emotion Awareness in Software Engineering (SEmotion 2019), Montréal, Canada. Lien externe
Foundjem, A. (mai 2019). Release synchronization in software ecosystems [Communication écrite]. 41st IEEE/ACM International Conference on Software Engineering: Companion (ICSE-Companion 2019), Montréal, Qc, Canada. Lien externe
Fournier, Q., & Aloise, D. (juin 2019). Empirical Comparison between Autoencoders and Traditional Dimensionality Reduction Methods [Communication écrite]. IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE 2019), Sardinia, Italy. Lien externe
Fournier, Q., Ezzati-Jivan, N., Aloise, D., & Dagenais, M. (octobre 2019). Automatic cause detection of performance problems in web applications [Communication écrite]. 30th IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW 2019), Berlin, Germany. Lien externe
Gagnon, M., Zouaq, A., Aranha, F., Ensan, F., & Jean-Louis, L. (2019). An analysis of the semantic annotation task on the linked data cloud. International Journal of Metadata, Semantics and Ontologies, 13(4), 317-329. Lien externe
Gagnon, V., Labrie, A., Bhatnagar, S., & Desmarais, M. C. (juillet 2019). Filtering non-relevant short answers in peer learning applications [Communication écrite]. 12th International Conference on Educational Data Mining (EDM 2019), Montréal, Qc. Lien externe
Gelle, L. (2019). Traçage noyau et distribué d'applications réparties pour l'analyse de la performance [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
German, D. M., Adams, B., & Stewart, K. (2019). cregit: Token-level blame information in git version control repositories. Empirical Software Engineering, 24(4), 2725-2763. Lien externe
Ghadiri, F., Bergevin, R., & Bilodeau, G.-A. (2019). From superpixel to human shape modelling for carried object detection. Pattern Recognition, 89, 134-150. Lien externe
Ghesquière, P., Elsherbiny, A., Fortier, E., McQuaid, M., Mazzaferri, J., Bélanger, F., Cheriet, F., Drobetsky, E., Wurtele, H., & Costantino, S. (2019). An open-source algorithm for rapid unbiased determination of DNA fiber length. DNA Repair, 74, 26-37. Lien externe
Girard, F., Kavalec, C., & Cheriet, F. (2019). Joint segmentation and classification of retinal arteries/veins from fundus images. Artificial Intelligence in Medicine, 94, 96-109. Lien externe
Girard, S. R., Legault, V., Bois, G., & Boland, J.-F. (2019). Avionics graphics hardware performance prediction with machine learning. Scientific Programming, 2019, 1-15. Disponible
Gold, B. P., Mas-Herrero, E., Zeighami, Y., Benovoy, M., Dagher, A., & Zatorre, R. J. (2019). Musical reward prediction errors engage the nucleus accumbens and motivate learning. Proceedings of the National Academy of Sciences of the United States of America, 116(8), 3310-3315. Lien externe
Grichi, M., Abidi, M., Guéhéneuc, Y.-G., & Khomh, F. (novembre 2019). State of practices of Java native interface [Communication écrite]. 29th Annual International Conference on Computer Science and Software Engineering (CASCON 2019), Toronto, Ontario, Canada. Lien externe
Gros, C., De Leener, B., Badji, A., Maranzano, J., Eden, D., Dupont, S. M., Talbott, J., Zhuoquiong, R., Liu, Y., Granberg, T., Ouellette, R., Tachibana, Y., Hori, M., Kamiya, K., Chougar, L., Stawiarz, L., Hillert, J., Bannier, É., Kerbrat, A., ... Cohen-Adad, J. (2019). Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. NeuroImage, 184, 901-915. Lien externe
Guéhéneuc, Y.-G., & Khomh, F. (2019). Empirical Software Engineering. Dans Cha, S., Taylor, R. N., & Kang, K. C. (édit.), Handbook of Software Engineering (p. 285-320). Lien externe
Guerroumi, N., Playout, C., Laporte, C., & Cheriet, F. (avril 2019). Automatic segmentation of the scoliotic spine from mr images [Communication écrite]. 16th IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy. Lien externe
Hafnaoui, I., Nicolescu, G., & Beltrame, G. (2019). Timing information propagation in interactive networks. Scientific Reports, 9(1), 4442 (14 pages). Disponible
Halabi, T., & Bellaïche, M. (juin 2019). Security Risk-Aware Resource Provisioning Scheme for Cloud Computing Infrastructures [Communication écrite]. IEEE Conference on Communications and Network Security (CNS 2019), Washington, D.C., USA (9 pages). Lien externe
Halabi, T., Bellaïche, M., & Abusitta, A. (février 2019). Toward secure resource allocation in mobile cloud computing : a matching game [Communication écrite]. International Conference on Computing, Networking and Communications (ICNC 2019), Honolulu, HI, USA. Lien externe
Harper-Cyr, C., Dagenais, M., & Bushehri, A. S. (2019). Fast and flexible tracepoints in x86. Software: Practice and Experience, 49(12), 1712-1727. Lien externe
Hasan, M. K., & Pal, C. J. (2019). A new smooth approximation to the zero one loss with a probabilistic interpretation. ACM Transactions on Knowledge Discovery from Data, 14(1), 1-28. Lien externe
Hébert-Lavoie, M., Doyon-Poulin, P., Ozell, B., & Robert, J.-M. (mai 2019). Interaction design in an immersive virtual environment for an optimal correspondence between reality and virtuality [Résumé]. AERO 2019, Laval, Québec. Lien externe
Hecht, G., Mili, H., El-Boussaidi, G., Boubaker, A., Abdellatif, M., Guéhéneuc, Y.-G., Shatnawi, A., Privat, J., & Moha, N. (décembre 2018). Codifying Hidden Dependencies in Legacy J2EE Applications [Communication écrite]. 25th Asia-Pacific Software Engineering Conference (APSEC 2018), Nara, Japan. Lien externe
Hetier, G., & Boucheneb, H. (juillet 2018). On handling source code positions and local variables in LTL software model checking [Communication écrite]. 13th International Conference on Software Technologies (ICSOFT 2018), Porto, Portugal. Lien externe
Iovino, F., Gatta, G., Auriemma, P. P., Dani, L., Antoniol, G., & Barbarisi, A. (2019). Late shoulder-arm morbidity using ultrasound scalpel in axillary dissection for breast cancer: a retrospective analysis. Journal of Surgical Research, 233, 88-95. Lien externe
Johannes, D., Khomh, F., & Antoniol, G. (2019). A large-scale empirical study of code smells in JavaScript projects. Software Quality Journal, 27(3), 1271-1314. Lien externe
Julien, K. (2019). Différences de protection entre les versions d'un logiciel : étude de cas des changements, liens causaux et perspectives pour la réparation automatique des défaillances [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Justafort, V. D., Beaubrun, R., & Pierre, S. (2019). A hybrid approach for optimizing carbon footprint in InterCloud environment. IEEE Transactions on Services Computing, 12(2), 186-198. Lien externe
Kadoury, S., Knez, D., & Aubin, C.-É. (2019). Biomechanically driven intraoperative spine registration during navigated anterior vertebral body tethering. Physics in Medicine & Biology, 64(11), 115008 (28 pages). Lien externe
Kermansaravi, Z. (2019). Linguistic Anti-Patterns: Impact Analysis on Code Quality [Thèse de doctorat, Polytechnique Montréal]. Disponible
Kermarec, G. (2019). Développement d'un système en réalité augmentée d'assistance aux opérateurs de machinerie lourde dans une cour à bois [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Khiarak, M. N., Martel, S., De Koninck, Y., & Gosselin, B. (2019). High-DR CMOS Fluorescence Biosensor With Extended Counting ADC and Noise Cancellation. IEEE Transactions on Circuits and Systems I: Regular Papers, 66(6), 2077-2087. Lien externe
Knez, D., Nahle, I. S., Vrtovec, T., Parent, S., & Kadoury, S. (2019). Computer-assisted pedicle screw trajectory planning using CT-inferred bone density: A demonstration against surgical outcomes. Medical Physics, 46(8), 3543-3554. Lien externe
Kohyarnejadfard, I., Shakeri, M., & Aloise, D. (avril 2019). System performance anomaly detection using tracing data analysis [Communication écrite]. 5th International Conference on Computer and Technology Applications (ICCTA 2019), Istanbul, Turkey. Lien externe
Krueger, D., Ballas, N., Jastrzebski, S., Arpit, D., Kanwal, M. S., Maharaj, T., Bengio, E., Fischer, A., & Courville, A. (avril 2017). Deep nets don't learn via memorization [Communication écrite]. 5th International Conference on Learning Representations (ICLR 2017), Toulon, France (4 pages). Lien externe
Krueger, D., Maharaj, T., Kramar, J., Pezeshki, M., Ballas, N., Ke, N. R., Goyal, A., Bengio, Y., Courville, A., & Pal, C. J. (avril 2017). Zoneout: Regularizing rNNs by randomly preserving hidden activations [Communication écrite]. 5th International Conference on Learning Representations (ICLR 2017), Toulon, France (11 pages). Lien externe
Lajoie, P.-Y. (2019). Simultaneous Localization and Mapping Systems Robust to Perceptual Aliasing [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Lajoie, P.-Y., Hu, S., Beltrame, G., & Carlone, L. (2019). Modeling Perceptual Aliasing in SLAM via Discrete-Continuous Graphical Models. IEEE Robotics and Automation Letters, 4(2), 1232-1239. Lien externe
Lang, S., Bravo-Marquez, F., Beckham, C., Hall, M., & Frank, E. (2019). WekaDeeplearning4j: A deep learning package for Weka based on Deeplearning4j. Knowledge-Based Systems, 178, 48-50. Lien externe
Lanovaz, M. J., & Adams, B. (2019). Comparing the Communication Tone and Responses of Users and Developers in Two R Mailing Lists : Measuring Positive and Negative Emails. IEEE Software, 36(5), 46-50. Lien externe
Latour, A. L. D., Babaki, B., & Nijssen, S. (août 2019). Stochastic constraint propagation for mining probabilistic networks [Communication écrite]. 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), Macao, China. Lien externe
Lavoué, É., Monterrat, B., Desmarais, M. C., & George, S. (2019). Adaptive gamification for learning environments. IEEE Transactions on Learning Technologies, 12(1), 16-28. Lien externe
Lefoul, J.-B. (2019). Performance Assessment and Improvement for Cache Predictability in Multi-Core Based Avionic Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Lemoine, É., Dallaire, F., Yadav, R., Agarwal, R., Kadoury, S., Trudel, D., Guiot, M.-C., Petrecca, K., & Leblond, F. (2019). Feature engineering applied to intraoperative in vivo Raman spectroscopy sheds light on molecular processes in brain cancer: a retrospective study of 65 patients. Analyst, 144(22), 6517-6532. Lien externe
Levillain, F., St-Onge, D., Beltrame, G., & Zibetti, E. (octobre 2019). Towards situational awareness from robotic group motion [Communication écrite]. 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2019), New Delhi, India (6 pages). Lien externe
Li, G., Švogor, I., & Beltrame, G. (2019). Long-term pattern formation and maintenance for battery-powered robots. Swarm Intelligence, 13(1), 21-57. Lien externe
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Monet, F., Loranger, S., Lambin-Iezzi, V., Drouin, A., Kadoury, S., & Kashyap, R. (2019). The Rogue: A novel, noise-generated random grating. Optics Express, 27(10), 13895-13909. Lien externe
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Nadeau, D., Ezzati-Jivan, N., & Dagenais, M. (2019). Efficient large-scale heterogeneous debugging using dynamic tracing. Journal of Systems Architecture, 98, 346-360. Disponible
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Ngamboe Mvogo, M. S. (2019). Analyse du risque en matière de cybersécurité de l'écosystème des dispositifs électroniques cardiaques implantables (DECI) [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Ooi, H.-L., Bilodeau, G.-A., & Saunier, N. (août 2019). Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection [Communication écrite]. 16th International Conference on Image Analysis and Recognition (ICIAR 2019), Waterloo, Canada. Lien externe
Ouellette, R., Treaba, C. A., Granberg, T., Herranz, E., Barletta, V., Mehndiratta, A., De Leener, B., Tauhid, S., Yousuf, F., Dupont, S., Klawiter, E. C., Sloane, J. A., Bakshi, R., Cohen-Adad, J., & Mainero, C. (septembre 2019). Characterization of outer and inner spinal cord pathology in multiple sclerosis by 7 Tesla imaging [Résumé]. 35th Congress of the European-Committee-for-Treatment-and-Research-in-Multiple-Sclerosis (ECTRIMS) and 24th Annual Conference of Rehabilitation in MS, Stockholm, Sweden. Publié dans Multiple Sclerosis Journal, 25(2_suppl). Lien externe
Palma, F., Moha, N., & Guéhéneuc, Y.-G. (2019). UniDoSA: The Unified Specification and Detection of Service Antipatterns. IEEE Transactions on Software Engineering, 45(10), 1024-1053. Lien externe
Panerati, J., Schnellmann, M. A., Patience, C. A., Beltrame, G., & Patience, G. S. (2019). Experimental methods in chemical engineering: Artificial neural networks-ANNs. Canadian Journal of Chemical Engineering, 97(9), 2372-2382. Lien externe
Parent, F., Gérard, M., Monet, F., Loranger, S., Soulez, G., Kashyap, R., & Kadoury, S. (2019). Intra-arterial Image Guidance with Optical Frequency Domain Reflectometry Shape Sensing. IEEE Transactions on Medical Imaging, 38(2), 482-492. Lien externe
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Pesant, G. (2019). From support propagation to belief propagation in constraint programming. Journal of Artificial Intelligence Research, 66, 123-150. Lien externe
Petrillo, F., Guéhéneuc, Y.-G., Pimenta, M., Freitas, C. D. S., & Khomh, F. (2019). Swarm debugging: The collective intelligence on interactive debugging. Journal of Systems and Software, 153, 152-174. Lien externe
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Pineault, A. (2019). Suivi multiobjet en situation urbaine à l'aide de la programmation par contraintes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Pineault, A., Bilodeau, G.-A., & Pesant, G. (septembre 2019). Tracking pedestrians using constraint programming [Communication écrite]. 25th International Conference on Principles and Practice of Constraint Programming (CP 2019), Stamford, CT, USA. Non disponible
Plastre, L., Devals, C., Gauthier, M., Nennemann, B., Trépanier, J.-Y., & Guibault, F. (octobre 2019). Cavitation erosion prediction based on a multi-scale method [Communication écrite]. 8th IAHR International Workshop on Cavitation and Dynamic Problems in Hydraulic Machinery and Systems (IAHR 2019), Stuttgart, Germany (7 pages). Lien externe
Playout, C., Duval, R., & Cheriet, F. (2019). A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images. IEEE Transactions on Medical Imaging, 38(10), 2434-2444. Lien externe
Pontes, E. L., Torres-Moreno, J.-M., Huet, S., & Linhares, A. C. (mai 2018). A new annotated Portuguese/Spanish corpus for the multi-sentence compression task [Communication écrite]. 11th International Conference on Language Resources and Evaluation (LREC 2018), Miyazaki, Japan. Lien externe
Racicot, L., Cloutier, N., Abt, J., & Petrillo, F. (juillet 2019). Quality Aspects of Serverless Architecture: An Exploratory Study on Maintainability [Communication écrite]. 14th International Conference on Software Technologies (ICSOFT 2019), Prague, Czech Republic. Lien externe
Radoev, N. (2019). Multilingual SPARQL Query Generation Using Lexico-Syntactic Patterns [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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Ramstedt, S., & Pal, C. J. (décembre 2019). Real-Time Reinforcement Learning [Communication écrite]. 33rd International Conference on Neural Information Processing Systems (NIPS 2019), Vancouver, British Columbia, Canada. Lien externe
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Ramtoula, B., de Azambuja, R., & Beltrame, G. (août 2019). Data-Efficient Decentralized Place Recognition with 3D Constellations of Objects [Communication écrite]. International Symposium on Multi-Robot and Multi-Agent Systems (MRS 2019), New Brunswick, N.J., USA. Lien externe
Randel, R., Aloise, D., Mladenovic, N., & Hansen, P. (octobre 2018). On the k-Medoids Model for Semi-supervised Clustering [Communication écrite]. 6th International Conference on Variable Neighborhood Search (ICVNS 2018), Sithonia, Greece. Lien externe
Reumont-Locke, F., Ezzati-Jivan, N., & Dagenais, M. (2019). Efficient methods for trace analysis parallelization. International Journal of Parallel Programming, 47(5-6), 951-972. Disponible
Rezazadeh, M. (2019). Performance Analysis of Complex Multi-Thread Applications Through Critical Path Analysis [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Richard, P. R., Venant, F., & Gagnon, M. (2019). Issues and challenges in instrumental proof. Dans Proof Technology in Mathematics Research and Teaching (Vol. 14, p. 139-172). Lien externe
Rigger, M., Marr, S., Adams, B., & Mossenbock, H. (août 2019). Understanding GCC builtins to develop better tools [Communication écrite]. 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2019), Tallinn, Estonia. Lien externe
Rivera, A. T., & Torres-Moreno, J.-M. (mai 2019). Detecting new word meanings: A comparison of word embedding models in Spanish [COnference en Recherche d'Informations et Applications (CORIA 2019)]. [Communication écrite]. 16th French Information Retrieval Conference (CORIA 2019), Lyon, France. Lien externe
Romaguera, L. V., Plantefève, R., & Kadoury, S. (février 2019). Quantitative analysis of 4D MR volume reconstruction methods from dynamic slice acquisitions [Communication écrite]. SPIE Medical Imaging 2019 : Image-Guided Procedures, Robotic Interventions, and Modeling (MI2019), San Diego, California, United States (6 pages). Lien externe
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Roy, P., & Bilodeau, G.-A. (mai 2019). Adversarially learned abnormal trajectory classifier [Communication écrite]. 16th Conference on Computer and Robot Vision (CRV 2019), Kingston, Qc, Canada. Lien externe
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Sein, M., Desmarais, M. C., Feida, Z., Jing, X., & Jianzong, W. (avril 2019). Dynamic student classification on memory networks for knowledge tracing [Communication écrite]. 23rd Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining (PAKDD 2019), Macau, China. Lien externe
Shahrampour, S., De Leener, B., Middleton, D., Jonnavithula, K., Alizadeh, M., Pediyakkal, H. F., Krisa, L., Flanders, A., Faro, S., Cohen-Adad, J., & Mohamed, F. (mai 2019). Development of a standardized normative pediatric spinal cord structural template : demonstration of an automatic estimation of spinal cord cross sectional area measurements (SCCSA) [Communication écrite]. ISMRM 27th Annual Meeting & Exhibition, Montréal, QC, Canada. Lien externe
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Torres Aurora Dugo, A. (2019). Cache Predictability and Performance Improvement in ARINC-653 Compliant Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Trabelsi, C. (2019). Stabilizing and Enhancing Learning for Deep Complex and Real Neural Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible
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