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Nombre de documents: 290

Abdellatif, M., Tighilt, R., Belkhir, A., Moha, N., Guéhéneuc, Y.-G., & Beaudry, E. (2020). A multi-dimensional study on the state of the practice of REST APIs usage in Android apps. Automated Software Engineering, 27(3-4), 187-228. Lien externe

Abdellatif, M., Tighilt, R., Moha, N., Mili, H., El Boussaidi, G., Privat, J., & Guéhéneuc, Y.-G. (décembre 2020). A type-sensitive service identification approach for legacy-to-SOA migration [Communication écrite]. 18th International Conference on Service-Oriented Computing (ICSOC 2020), Dubai, United Arab Emirates. Lien externe

Abdelsalam, A. M., Elsheikh, A., Chidambaram, S., David, J. P., & Langlois, J. M. P. (2020). POLYBiNN: Binary Inference Engine for Neural Networks using Decision Trees. Journal of Signal Processing Systems, 92(1), 95-107. Lien externe

Abidi, M., & Khomh, F. (juillet 2020). Towards the definition of patterns and code smells for multi-language systems [Communication écrite]. European Conference on Pattern Languages of Programs (EuroPLoP 2020), New York, NY, USA (13 pages). Lien externe

Abidi, M., Openja, M., & Khomh, F. (juin 2020). Multi-language design smells : a backstage perspective [Communication écrite]. 17th International Conference on Mining Software Repositories (MSR 2020), Seoul, Republic of Korea. Lien externe

Adams, B., & Khomh, F. (2020). The Diversity Crisis of Software Engineering for Artificial Intelligence. IEEE Software, 37(5), 104-108. Lien externe

Ahmadi, M. (2020). Energy-Efficient, Flexible and Fast Architectures for Deep Convolutional Neural Network Acceleration [Thèse de doctorat, Polytechnique Montréal]. Disponible

Ahmadi, M., Vakili, S., & Langlois, J. M. P. (juin 2020). An energy-efficient accelerator architecture with serial accumulation dataflow for deep CNNs [Communication écrite]. 18th IEEE International New Circuits and Systems Conference (NEWCAS 2020), Montréal, Québec. Lien externe

Ahmadi, M., Vakili, S., & Langlois, J. M. P. (juin 2020). Heterogeneous distributed SRAM configuration for energy-efficient deep CNN accelerators [Communication écrite]. 18th IEEE International New Circuits and Systems Conference (NEWCAS 2020), Montréal, Québec. Lien externe

Al Harbi, S., Halabi, T., & Bellaïche, M. (décembre 2020). Fog Computing Security Assessment for Device Authentication in the Internet of Things [Communication écrite]. 22nd IEEE International Conference on High Performance Computing and Communications (HPCC 2020), 8th IEEE International Conference on Smart City (SmartCity 2020), and 6th IEEE International Conference on Data Science and Systems (DSSS 2020), Yanuca Island, Cuvu, Fiji. Lien externe

Al Mallah, R., Quintero, A., & Farooq, B. (2020). Cooperative Evaluation of the Cause of Urban Traffic Congestion via Connected Vehicles. IEEE Transactions on Intelligent Transportation Systems, 21(1), 59-67. Lien externe

Al-Mallah, R., Quintero, A., & Farooq, B. (2020). Prediction of Traffic Flow via Connected Vehicles. IEEE Transactions on Mobile Computing, 21(1), 264-277. Lien externe

Alley, S., Fedorov, A., Menard, C., & Kadoury, S. (février 2020). Evaluation of intensity-based deformable registration of multi-parametric MRI for radiomics analysis of the prostate [Communication écrite]. Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging, Houston, Texas, USA (11 pages). Lien externe

Alonso Ortiz, E., Gros, C., Foias, A., Abramovic, M., Ameitz, C., Atcheson, N., Barlow, L., Barry, R. L., Barth, M., Battiston, M., Buchel, C., Budde, M., Callot, V., De Leener, B., Descoteaux, M., De Sousa, P. L., Dostal, M., Doyon, J., Dvorak, A., ... Cohen-Adad, J. (août 2020). Quantitative MRI of the spinal cord : reproducibility and normative values across 40 sites [Communication écrite]. ISMRM & SMRT annual Meeting & Exhibition (ISMRM 2020). Lien externe

Ardito, L., Torchiano, M., Coppola, R., & Antoniol, G. (2020). PowTrAn: An R Package for power trace analysis. SoftwareX, 12, 9 pages. Lien externe

Arfaoui, A., Cherkaoui, S., Kribeche, A., & Senouci, S. M. (2020). Context-Aware Adaptive Remote Access for IoT Applications. IEEE Internet of Things Journal, 7(1), 786-799. Lien externe

Ashtiani, A. F., & Pierre, S. (2020). Power allocation and resource assignment for secure D2D communication underlaying cellular networks: A Tabu search approach. Computer Networks, 178, 107350 (13 pages). Lien externe

Aurora Dugo, A. T., Lefoul, J.-B., Göhring de Magalhães, F., Nicolescu, G., & Assal, D. (juillet 2020). Qemtrace: A multi-platform memory tracer based on system emulation [Communication écrite]. 2020 Summer Computer Simulation Conference (SCSC 2020). Non disponible

Babaki, B., & Pesant, G. (novembre 2020). Parallel Planning using a Lazy Clause Generation Solver [Communication écrite]. 32nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2020). Lien externe

Babaki, B., Omrani, B., & Pesant, G. (septembre 2020). Combinatorial Search in CP-Based Iterated Belief Propagation [Communication écrite]. 26th International Conference on Principles and Practice of Constraint Programming, Louvain-la-Neuve, Belgium. Lien externe

Babaki, B., Pesant, G., & Quimper, C.-G. (mai 2020). Solving Classical AI Planning Problems Using Planning-Independent CP Modeling and Search [Communication écrite]. 13th International Symposium on Combinatorial Search (SOCS 2020), Vienna, Austria. Publié dans Proceedings of the International Symposium on Combinatorial Search, 11(1). Lien externe

Badran, A., Marshall, D., Legault, Z., Makovetsky, R., Provencher, B., Piche, N., & Marsh, M. (2020). Automated segmentation of computed tomography images of fiber-reinforced composites by deep learning. Journal of Materials Science, 55(34), 16273-16289. Lien externe

Bahra, N., & Pierre, S. (octobre 2020). RNN-based user trajectory prediction using a preprocessed dataset [Communication écrite]. 2020 16th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2020), Thessaloniki, Greece (6 pages). Lien externe

Balboul, A. (2020). Points de trace rapides et efficaces par injection adaptative de sauts en x86 [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Barbeau, M., Cuppens, F., Boulahia Cuppens, N., Dagnas, R., & Garcia-Alfaro, J. (décembre 2020). Metrics to enhance the resilience of cyber-physical systems [Communication écrite]. 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2020), Guangzhou, China. Lien externe

Barbez, A., Khomh, F., & Guéhéneuc, Y.-G. (2020). A machine-learning based ensemble method for anti-patterns detection. Journal of Systems and Software, 161, 11 pages. Lien externe

Bard, N., Foerster, J. N., Anbil Parthipan, S. C., Burch, N., Lanctot, M., Song, H. F., Parisotto, E., Dumoulin, V., Moitra, S., Hughes, E., Dunning, I., Mourad, S., Larochelle, H., Bellemare, M. G., & Bowling, M. (2020). The Hanabi challenge: A new frontier for AI research. Artificial Intelligence, 280, 19 pages. Lien externe

Barde, P., Roy, J., Jeon, W., Pineau, J., Nowrouzezahrai, D., & Pal, C. J. (décembre 2020). Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization [Communication écrite]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020) (11 pages). Lien externe

Barkaoui, K., Boucheneb, H., & Li, Z. (2020). Exploiting local persistency for reduced state-space generation. Innovations in Systems and Software Engineering, 16(2), 181-197. Lien externe

Bationo, Y. J., Ezzati-Jivan, N., Galea, E., & Dagenais, M. (novembre 2020). Cloud Platform Performance Evaluation Using Multi-level Execution Tracing [Communication écrite]. 2020 IEEE Congress on Cybermatics - 13th IEEE International Conferences on Internet of Things (iThings 2020), 16th IEEE International Conference on Green Computing and Communications (GreenCom 2020), 13th IEEE International Conference on Cyber, Physical a, Rhodes Island, Greece. Lien externe

Beaupré, D.-A. (2020). Apprentissage profond pour vision stéréoscopique multispectrale [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Ben Braiek, H., & Khomh, F. (2020). On testing machine learning programs. Journal of Systems and Software, 164, 110542 (18 pages). Lien externe

Bengio, Y., Deleu, T., Rahaman, N., Ke, N. R., Lachapelle, S., Bilaniuk, O., Goyal, A., & Pal, C. J. (avril 2020). A meta-transfer objective for learning to disentagle causal mechanisms [Communication écrite]. 8th International Conference on Learning Representations (ICLR 2020), Addis Ababa, Ethiopia (27 pages). Lien externe

Berhe, S., Maynard, M., & Khomh, F. (avril 2020). Software Release Patterns When is it a good time to update a software component? [Communication écrite]. 11th International Conference on Ambient Systems, Networks and Technologies (ANT 2020) and 3rd International Conference on Emerging Data and Industry 4.0 (EDI40 2020), Warsaw, Poland. Publié dans Procedia Computer Science, 170. Lien externe

Bhatanagar, S., Zouaq, A., Desmarais, M. C., & Charles, E. (juillet 2020). A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment [Communication écrite]. 13th International Conference on Educational Data Mining (EDM 2020). Lien externe

Bhatnagar, S., Zouaq, A., Desmarais, M. C., & Charles, E. (septembre 2020). Learnersourcing quality assessment of explanations for peer instruction [Communication écrite]. 15th European Conference on Technology Enhanced Learning (EC-TEL 2020), Heidelberg, Germany. Lien externe

Bkakria, A., Boulahia Cuppens, N., & Cuppens, F. (2020). Privacy-Preserving Pattern Matching on Encrypted Data. IACR Cryptol. ePrint Arch., 2020, 28 pages. Lien externe

Bkakria, A., Boulahia Cuppens, N., & Cuppens, F. (décembre 2020). Privacy-Preserving Pattern Matching on Encrypted Data [Communication écrite]. 26th International Conference on the Theory and Application of Cryptology and Information Security, Daejeon, South Korea. Lien externe

Boucenna, M. M. (2020). Méthode d'exploration visuelle de données de sondage destinée à un utilisateur novice [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Brignol, A., Gueziri, H. E., Cheriet, F., Collins, D. L., & Laporte, C. (2020). Automatic extraction of vertebral landmarks from ultrasound images: A pilot study. Computers in Biology and Medicine, 122, 10 pages. Lien externe

Cao, Y. (2020). Accurate Localization with Ultra-Wideband Ranging for Multi-Robot Systems [Thèse de doctorat, Polytechnique Montréal]. Disponible

Cao, Y., St-Onge, D., & Beltrame, G. (juin 2020). Collaborative localization and tracking with minimal infrastructure [Communication écrite]. 18th IEEE International New Circuits and Systems Conference (NEWCAS 2020), Montréal, Qc, Canada. Lien externe

Cao, Y., Yang, C., Li, R., Knoll, A., & Beltrame, G. (mai 2020). Accurate position tracking with a single UWB anchor [Communication écrite]. IEEE International Conference on Robotics and Automation (ICRA 2020), Paris, France. Lien externe

Chakravorty, T., Bilodeau, G.-A., & Granger, E. (2020). Robust face tracking using multiple appearance models and graph relational learning. Machine Vision and Applications, 31(4), 23 (17 pages). Lien externe

Chalangar, H., Ould-Bachir, T., Sheshyekani, K., Li, S., & Mahseredjian, J. (2020). Evaluation of a Constant Parameter Line-based TWFL Real-Time Testbed. IEEE Transactions on Power Delivery, 35(2), 1010-1019. Lien externe

Chalangar, H., Ould-Bachir, T., Sheshyekani, K., Li, S., & Mahseredjian, J. (août 2020). Evaluation of a constant parameter line-based TWFL real-time testbed [Communication écrite]. IEEE Power & Energy Society General Meeting (PESGM 2020), Montréal, Québec. Lien externe

Chan, A., Tay, Y., Ong, Y.-S., & Fu, J. (avril 2020). Jacobian adversarially regularized networks for robustness [Communication écrite]. 8th International Conference on Learning Representations (ICLR 2020), Addis Ababa, Ethiopia (13 pages). Lien externe

Chandid, B. (2020). Empirical Use of Network Time Protocol in Internet of Things Devices: Vulnerabilities and Security Measures [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Chidambaram, S., Langlois, J. M. P., & David, J. P. (mars 2020). PoET-BiN : Power Efficient Tiny Binary Neurons [Communication écrite]. 3rd Conference on Machine Learning and Systems (MLSys 2020), Austin, Texas (12 pages). Non disponible

Clédel, T., Boulahia Cuppens, N., Cuppens, F., & Dagnas, R. (2020). Resilience properties and metrics: how far have we gone? Journal of Surveillance, Security and Safety, 1(2), 119-139. Disponible

Collin, J., & Thériault, L. (juin 2020). PEP - Using smartphone and rubrics to evaluate large groups in projects-based course [Communication écrite]. Canadian Engineering Education Association Conference, Montréal, Québec (8 pages). Lien externe

Corbeil, J.-P., Gagnon, M., & Richard, P. R. (juin 2020). Probabilistic approaches to detect blocking states in intelligent tutoring system [Communication écrite]. 16th International Conference on Intelligent Tutoring Systems (ITS 2020), Athens, Greece. Lien externe

Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2020). The covering-assignment problem for swarm-powered ad-hoc clouds : a distributed 3D mapping use-case. (Rapport technique n° 2020-28). Lien externe

Coviello, C., Romano, S., Scanniello, G., & Antoniol, G. (octobre 2020). GASSER: Genetic algorithm for teSt suite reduction [Communication écrite]. 14th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2020) (6 pages). Lien externe

Coviello, C., Romano, S., Scanniello, G., Marchetto, A., Corazza, A., & Antoniol, G. (2020). Adequate vs. inadequate test suite reduction approaches. Information and Software Technology, 119, 19 pages. Lien externe

Dadkhah-Hadi, K. (2020). Algorithmes de recherche de comparables en finance [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Dai, H., Li, H., Chen, C.-S., Shang, W., & Chen, T.-H. (2020). Logram: Efficient log parsing using n-gram dictionaries. IEEE Transactions on Software Engineering, 14 pages. Lien externe

Dallaire, F., Picot, F., Tremblay, J.-P., Sheehy, G., Lemoine, É., Agarwal, R., Kadoury, S., Trudel, D., Lesage, F., Petrecca, K., & Leblond, F. (2020). Quantitative spectral quality assessment technique validated using intraoperative in vivo Raman spectroscopy measurements. Journal of Biomedical Optics, 25(4). Disponible

Dambri, O. A., & Cherkaoui, S. (2020). Performance Enhancement of Diffusion-Based Molecular Communication. IEEE Transactions on NanoBioscience, 19(1), 48-58. Lien externe

Dambri, O. A., & Cherkaoui, S. (juin 2020). A physical channel model for wired nano-communications [Communication écrite]. IEEE International Conference on Communications (ICC 2020), Dublin, Ireland. Lien externe

Dambri, O. A., & Cherkaoui, S. (juin 2020). Toward a Wired Ad Hoc Nanonetwork [Communication écrite]. IEEE International Conference on Communications (ICC 2020), Dublin, Ireland (6 pages). Lien externe

Damseh, R., Cheriet, F., & Lesage, F. (avril 2020). Modeling the Topology of Cerebral Microvessels Via Geometric Graph Contraction [Communication écrite]. 17th IEEE International Symposium on Biomedical Imaging (ISBI 2020), Iowa City, IA. Lien externe

Damseh, R., Delafontaine-Martel, P., James-Marchand, P., Sirpal, P., Cheriet, F., & Lesage, F. (juillet 2020). Automated Analysis of Brain Microvasculature: From Segmentation to Anatomical Modeling [Communication écrite]. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada. Lien externe

Daoud, H., & Dagenais, M. (2020). Multilevel analysis of the java virtual machine based on kernel and userspace traces. Journal of Systems and Software, 167, 17 pages. Lien externe

Daoud, H., & Dagenais, M. (2020). Performance analysis of distributed storage clusters based on kernel and userspace traces. Software - Practice and Experience, 51(1), 5-24. Lien externe

Daoud, Y., Cheriet, F., Beausejour, M., Debanne, P., & Labelle, H. (juillet 2020). 3D reconstruction of the human trunk for designing personalized braces : Precision study [Communication écrite]. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada. Lien externe

De Miceli, J.-Y. (2020). Détection d'attaques informatiques sophistiquées contre les communications ADS-B en aviation [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Dernaika, F., Boulahia Cuppens, N., Cuppens, F., & Raynaud, O. (septembre 2020). Accountability in the a posteriori access control: A requirement and a mechanism [Communication écrite]. 13th International Conference on the Quality of Information and Communications Technology (QUATIC 2020), Faro, Portugal. Lien externe

Destras, O. (2020). Modelling of Artificial Neural Networks with Integrated Photonics [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Diallo, M., Quintero, A., & Pierre, S. (2020). A Tabu search approach for a virtual networks splitting strategy across multiple cloud providers. International Journal of Metaheuristics, 7(3), 197-238. Lien externe

Diana, A., Iovino, F., Carlino, F., Perrone, A., Trovato, C., Vassallo, I., Antoniol, G., Caraglia, M., Franco, R., Ciardiello, F., & Orditura, M. (2020). 183P Prognostic value of high mesenchymal-epithelial transition factor gene (MET) expression in patients with estrogen receptor positive (ER+), human epidermal growth factor receptor negative (HER2-) early breast cancer. Annals of Oncology, 31(4 (supplem), 1 page. Lien externe

Dib, M. (2020). Architecture basée sur HSM pour sécuriser les données sur un serveur d'applications mobiles [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Doulabi, H. H., Pesant, G., & Rousseau, L.-M. (2020). Vehicle Routing Problems with Synchronized Visits and Stochastic Travel and Service Times: Applications in Healthcare. Transportation Science, 54(4), 1053-1072. Lien externe

Draxler, F., Labrie, A., Schmidt, A., & Chuang, L. L. (avril 2020). Augmented Reality to Enable Users in Learning Case Grammar from Their Real-World Interactions [Communication écrite]. ACM CHI Conference on Human Factors in Computing Systems (CHI 2020), Honolulu, HI, USA. Lien externe

Eghan, E. E., Moslehi, P., Rilling, J., & Adams, B. (2020). The missing link A semantic web based approach for integrating screencasts with security advisories. Information and Software Technology, 117, 16 pages. Lien externe

El Maâchi, I., Bilodeau, G.-A., & Bouachir, W. (2020). Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. Expert Systems With Applications, 143, 7 pages. Lien externe

El-Garoui, L., Pierre, S., & Chamberland, S. (2020). A new SDN-based routing protocol for improving delay in smart city environments. Smart Cities, 3(3), 1004-1021. Lien externe

El-Masri, D., Petrillo, F., Guéhéneuc, Y.-G., Hamou-Lhadj, A., & Bouziane, A. (2020). A systematic literature review on automated log abstraction techniques. Information and Software Technology, 122, 18 pages. Lien externe

Elhusseini, H., Assi, C., Moussa, B., Attallah, R., & Ghrayeb, A. (2020). Blockchain, AI and Smart Grids: The Three Musketeers to a Decentralized EV Charging Infrastructure. IEEE Internet of Things Magazine, 3(2), 24-29. Lien externe

Etaiwi, L., Hamel, S., Guéhéneuc, Y.-G., Flageol, W., & Morales, R. (juillet 2020). Order in Chaos: Prioritizing Mobile App Reviews using Consensus Algorithms [Communication écrite]. 44th IEEE Annual Computers, Software, and Applications Conference (COMPSAC 2020). Lien externe

Ezzati-Jivan, N., Fournier, Q., Dagenais, M., & Hamou-Lhadj, A. (septembre 2020). DepGraph: Localizing Performance Bottlenecks in Multi-Core Applications Using Waiting Dependency Graphs and Software Tracing [Communication écrite]. 2020 IEEE 20th International Working Conference on Source Code Analysis and Manipulation (SCAM 2020), Adelaide, Australia. Lien externe

Fafolahan, E. M. O., & Pierre, S. (2020). A seamless mobility management protocol in 5G locator identificator split dense small cells. IEEE Transactions on Mobile Computing, 19(8), 1745-1759. Lien externe

Falahatraftar, F., Pierre, S., & Chamberland, S. (octobre 2020). A Multiple Linear Regression Model for Predicting Congestion in Heterogeneous Vehicular Networks [Communication écrite]. 2020 16th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2020), Thessaloniki, Greece (6 pages). Lien externe

Falsafioon, M., Arabi, S., Camarero, R., & Guibault, F. (2020). Moving meshes in complex configurations using the composite sliding grid method. Computers & Fluids, 206, 104256 (16 pages). Lien externe

Farid, O. (2020). Extraction des connaissances en géométrie plane à partir d'énoncés de problèmes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Farnadi, G., Babaki, B., & Gendreau, M. (avril 2020). A unifying framework for fairness-aware influence maximization [Communication écrite]. WWW '20: The Web Conference 2020, Taipei, Taiwan. Disponible

Farvacque, D. (2020). Re-BERT OQA : un système de question-réponse dans le domaine ouvert [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Feizi-Ashtiani, A. (2020). Secrecy-Optimized Resource Allocation for Device-to-Device Communication Undelaying Cellular Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible

Fernandes, E., Chavez, A., Garcia, A., Ferreira, I., Cedrim, D., Sousa, L., & Oizumi, W. (2020). Refactoring effect on internal quality attributes: What haven't they told you yet? Information and Software Technology, 126, 14 pages. Lien externe

Fernandez-Escudero, C., Gagnon, M., Laurendeau, É., Prothin, S., Ross, A., & Michon, G. (janvier 2019). Experimental and Numerical Aeroelastic Analysis of Airfoil-Aileron System with Nonlinear Energy Sink [Communication écrite]. 37th IMAC, A Conference and Exposition on Structural Dynamics, Orlando, FL, United states. Lien externe

Filali, A., Abouaomar, A., Cherkaoui, S., Kobbane, A., & Guizani, M. (2020). Multi-Access Edge Computing: A Survey. IEEE Access, 8, 197017-197046. Lien externe

Filali, A., Mlika, Z., Cherkaoui, S., & Kobbane, A. (2020). Preemptive SDN Load Balancing with Machine Learning for Delay Sensitive Applications. IEEE Transactions on Vehicular Technology, 69(12), 15947-15963. Lien externe

Fiorini, A. (2020). Traçage et profilage de systèmes hétérogènes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Firouzi, E., Sami, A., Khomh, F., & Uddin, G. (octobre 2020). On the use of C# Unsafe Code Context: An Empirical Study of Stack Overflow [Communication écrite]. 14th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2020), Bari, Italy (6 pages). Lien externe

Font, L., Cyr, S., Richard, P. R., & Gagnon, M. (août 2019). Automating the generation of high school geometry proofs using Prolog in an educational context [Communication écrite]. 8th International Workshop on Theorem Proving Components for Educational Software, (ThEdu 2019), Natal, Brazil (16 pages). Lien externe

Fouad, H., & Beltrame, G. (octobre 2020). Energy autonomy for resource-constrained multi robot missions [Communication écrite]. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020), Las Vegas, NV, USA. Lien externe

Fournier, A., El Khoury, F., & Pierre, S. (novembre 2020). Classification Method for Malware Detection on Android Devices [Communication écrite]. 2020 Future Technologies Conference (FTC 2020). Lien externe

Fournier, G., & Petrillo, F. (juin 2020). Architecting blockchain systems [Communication écrite]. 42nd International Conference on Software Engineering Workshops (ICSE 2020), Seoul, Republic of Korea (7 pages). Lien externe

Gao, Y., Qing, Z., Wu, C., Li, X., Wang, P., & Cao, T. (février 2020). Feature Extraction Method of Ball Mill Load Based on Adaptive Variational Mode Decomposition and Improved Power Spectrum Analysis [Communication écrite]. 4th International Workshop on Advanced Algorithms and Control Engineering (IWAACE 2020), Shenzhen, China. Lien externe

Gassais, R., Ezzati-Jivan, N., Fernandez, J. M., Aloise, D., & Dagenais, M. (2020). Multi-level host-based intrusion detection system for Internet of things. Journal of Cloud Computing-Advances Systems and Applications, 9(1), 62 (16 pages). Lien externe

Gervais, F., Jannin, S., Lambert, C. W., Labat, G. M., Crowley, J. L., Kavanagh-Lepage, C., & Moukhsil, A. (octobre 2020). 3d flow patterns in a heterogenous lower crust : insights form the proterozoic grenville province [Communication écrite]. Geological Society of America annual meeting (GSA 2020). Lien externe

Ghari, S., Rasolroveicy, M., Hadian, M., & Fokaefs, M.-E. (novembre 2019). A multi-dimensional quality analysis of Android applications [Communication écrite]. 29th Annual International Conference on Computer Science and Software Engineering (CASCON 2019), Markham, ON. Lien externe

Ghavidel, H. A., Zouaq, A., & Desmarais, M. C. (mai 2020). Using BERT and XLNET for the automatic short answer grading task [Communication écrite]. 12th International Conference on Computer Supported Education (CSEDU 2020). Lien externe

Gilbert, J. (2020). Explainable IDS for DoS Attacks [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Gomez-Adorno, H., Bel-Enguix, G., Sierra, G., Torres-Moreno, J.-M., Martinez, R., & Serrano, P. (octobre 2020). Evaluation of Similarity Measures in a Benchmark for Spanish Paraphrasing Detection: 19th Mexican International Conference on Artificial Intelligence [Communication écrite]. 19th Mexican International Conference on Artificial Intelligence (MICAI 2020), Mexico City, Mexico. Lien externe

Gontier, N., Sinha, K., Reddy, S., & Pal, C. J. (décembre 2020). Measuring systematic generalization in neural proof generation with transformers [Communication écrite]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020) (17 pages). Lien externe

Gottipati, S. K., Pathak, Y., Nuttall, R., Sahir, Chunduru, R., Touati, A., Subramanian, S. G., Taylor, M. E., & Anbil Parthipan, S. C. (décembre 2020). Maximum reward formulation in reinforcement learning [Communication écrite]. 2020 NeurIPS Deep RL Workshop (15 pages). Lien externe

Grichi, M. (2020). Towards Understanding Modern Multi-Language Software Systems [Thèse de doctorat, Polytechnique Montréal]. Disponible

Grichi, M., Abidi, M., Jaafar, F., Eghan, E. E., & Adams, B. (décembre 2020). On the Impact of Inter-language Dependencies in Multi-language Systems [Communication écrite]. IEEE 20th International Conference on Software Quality, Reliability and Security (QRS 2020), Macau, China (1 page). Lien externe

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Gutierrez Ortega, J. A. (2020). Example-Based Synthesis of 2D and Solid Textures [Thèse de doctorat, Polytechnique Montréal]. Disponible

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Halabi, T., & Bellaïche, M. (2020). Towards security-based formation of cloud federations: A game theoretical approach. IEEE Transactions on Cloud Computing, 8(3), 928-942. Lien externe

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Haouas, M. N. (2020). Résolution exacte du problème de partitionnement de données avec minimisation de variance sous contraintes de cardinalité par programmation par contraintes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

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Heutte, N. (2020). A Divide-and-Conquer Approach to Employee Scheduling [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Ibrahim, M. H., Pal, C. J., & Pesant, G. (2020). Leveraging cluster backbones for improving MAP inference in statistical relational models. Annals of Mathematics and Artificial Intelligence, 88(8), 907-949. Lien externe

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Kaufmann, M., Zwiener, A., Robin, J.-F., Gauthier, J.-P., Beltrame, G., & St-Onge, D. (mars 2020). The Sound Settler: Spontaneous HRI in an Art Setting [Communication écrite]. Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction, Cambridge, United Kingdom. Lien externe

Keykhaie, S., & Pierre, S. (2020). Mobile Match on Card Active Authentication Using Touchscreen Biometric. IEEE Transactions on Consumer Electronics, 66(4), 376-385. Lien externe

Khraimeche, Y. (2020). Adaptation de domaine non supervisée pour la ré-identification de personnes dans des vidéos [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Kuangze, W., Boucheneb, H., Barkaoui, K., & Zhiwu, L. (octobre 2020). Towards Efficient Partial Order Techniques for Time Petri Nets [Communication écrite]. 14th International Conference, on Verification and Evaluation of Computer and Communication Systems (VECoS 2020), Xi'an, China. Lien externe

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Lamine, Y. (2020). Understanding the Practice and Supporting the Creation of Design Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Lanovaz, M. J., Giannakakos, A. R., & Destras, O. (2020). Machine Learning to Analyze Single-Case Data: A Proof of Concept. Perspectives on Behavior Science, 43(1), 21-38. Lien externe

Larbaoui, L. (2020). Vérification automatique de la confidentialité différentielle [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

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Le, W. T., Maleki, F., Romero, F. P., Forghani, R., & Kadoury, S. (2020). Overview of Machine Learning: Part 2 Deep Learning for Medical Image Analysis. Neuroimaging Clinics of North America, 30(4), 417-431. Lien externe

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Lévesque, F. (2020). Lignes du temps connectées pour l'analyse visuelle d'adaptations et de relations entre artistes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Levesque, F., St-Germain, M., Piche, D., Gauvin, J.-F., Gagnon, M., & Hurtut, T. (avril 2020). MusX: Online exploring and visualizing graph-based musical adaptations [Communication écrite]. 36th IEEE International Conference on Data Engineering (ICDE 2020), Dallas, TX. Lien externe

Lévesque, M., Gao, H.Y., Southward, C., Langlois, J. M. P., Léna, C., & Courtemanche, R. (2020). Cerebellar Cortex 4-12 Hz Oscillations and Unit Phase Relation in the Awake Rat. Frontiers in Systems Neuroscience, 14, 475948 (17 pages). Disponible

Li, H., Cloutier, G., Kadoury, S., & Soulez, G. (septembre 2020). A 3D motion tracking algorithm using ultrasound B-mode images: A feasibility study [Communication écrite]. IEEE International Ultrasonics Symposium (IUS 2020), Las Vegas, Nevada (4 pages). Lien externe

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Li, Y., Jiang, Z. M., Li, H., Hassan, A. E., He, C., Huang, R., Zeng, Z., Wang, M., & Chen, P. (2020). Predicting node failures in an ultra-large-scale cloud computing platform: An AIOps solution. ACM Transactions on Software Engineering and Methodology, 29(2), 13:1-13:24-13:1-13:24. Lien externe

Liao, L., Chen, J., Li, H., Zeng, Y., Shang, W., Guo, J., Sporea, C., Toma, A., & Sajedi, S. (2020). Using black-box performance models to detect performance regressions under varying workloads: an empirical study. Empirical Software Engineering, 25(5), 4130-4160. Lien externe

Linhares Pontes, E., Huet, S., Torres-Moreno, J.-M., da Silva, T. G., & Linhares, A. C. (2020). A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming. Computacion Y Sistemas, 24(2), 897-915. Lien externe

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Ma, Y., Bock, G., Cherni, G., Lemire, B., Therrien, R., Thériault, L., Lessard, D., Engler, K., & Achiche, S. (novembre 2020). Meet Marvin, the CHATBOT : using artificial intelligence to engage HIV patients in their antiretroviral therapy [Présentation]. Dans Workshop on Healthy Living with HIV. Lien externe

Ma, Y., Bock, G., Cherni, G., Thériault, L., Lessard, D., Achiche, S., & Lebouché, B. (juillet 2020). Marvin : Intelligent conversational agent for HIV patient self-management [Présentation]. Dans 23e Congrès international sur le sida (SIDA 2020). Non disponible

Ma, Y., Sanmiguel, D., Lessard, D., Thériault, L., Achiche, S., Arora, A., Mate, K., Lemire, B., Hijal, T., Schuster, T., Kildea, J., De Pokomandy, A., Cox, J., Kronfli, N., Klein, M., & Lebouché, B. (juillet 2020). Chatbot MARVIN: Development study of an Intelligent Conversational Agent to Promote HIV Patients' Engagement in Care and Management of ART Adherence Barriers [Affiche]. 23rd International AIDS Conference (AIDS 2020: Virtual). Lien externe

Maaref, A., Romero, F. P., Montagnon, E., Cerny, M., Nguyen, B., Vandenbroucke, F., Soucy, G., Turcotte, S., Tang, A., & Kadoury, S. (2020). Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach. Journal of Digital Imaging, 33(4), 937-945. Lien externe

Magnoux, V. F. (2020). Découpage virtuel interactif de corps élastiques pour simulation chirurgicale [Thèse de doctorat, Polytechnique Montréal]. Disponible

Magnoux, V., & Ozell, B. (septembre 2020). Dynamic cutting of a meshless model for interactive surgery simulation [Communication écrite]. 7th International Conference on Augmented Reality, Virtual Reality, and Computer Graphics (AVR 2020), Lecce, Italy. Lien externe

Magnoux, V., & Ozell, B. (2020). Real-time visual and physical cutting of a meshless model deformed on a background grid. Computer Animation and Virtual Worlds, 31(6), 1929 (15 pages). Lien externe

Maleki, F., Le, W. T., Sananmuang, T., Kadoury, S., & Forghani, R. (2020). Machine Learning Applications for Head and Neck Imaging. Neuroimaging Clinics of North America, 30(4), 517-529. Lien externe

Mandel, W., Parent, S., & Kadoury, S. (octobre 2020). Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks [Communication écrite]. 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2020), Lima, Peru. Lien externe

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Mansour, R., Thibodeau Antonacci, A., Bilodeau, L., Vazquez Romaguera, L., Cerny, M., Huet, C., Gilbert, G., Tang, A., & Kadoury, S. (2020). Impact of temporal resolution and motion correction for dynamic contrast-enhanced MRI of the liver using an accelerated golden-angle radial sequence. Physics in Medicine and Biology, 65(8), 16 pages. Lien externe

Marchand, E. (2020). Extraction automatique d'une base de connaissances à partir de documents archéologiques et patrimoniaux en français [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Marchand, E., Gagnon, M., & Zouaq, A. (août 2020). Extraction of a Knowledge Graph from French Cultural Heritage Documents [Communication écrite]. 24th East-European Conference on Advances in Databases and Information Systems (ADBIS 2020), the 24th International Conference on Theory and Practice of Digital Libraries (TPDL 2020), and the 16th Workshop on Business Intelligence and Big Data (EDA 2020), Lyon, France. Lien externe

Martel, F. (2020). Extraction de taxonomie par regroupement hiérarchique de plongements vectoriels de graphes de connaissances [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

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Mbouzao, B. (2020). Représentations et techniques d'analyse des traces d'écoute vidéo dans un MOOC [Thèse de doctorat, Polytechnique Montréal]. Disponible

Mbouzao, B., Desmarais, M. C., & Shrier, I. (juillet 2020). Early Prediction of Success in MOOC from Video Interaction Features [Communication écrite]. 21st International Conference on Artificial Intelligence in Education (AIED 2020), France, Morocco. Lien externe

Mbouzao, B., Desmarais, M. C., & Shrier, I. (juillet 2020). Methodology of measure of similarity in student video sequence of interactions [Communication écrite]. 13th International Educational Data Mining (EDM 2020) (6 pages). Lien externe

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Michelon, P. (2020). Technique adaptative pour la méthode de Galerkin sans maillage en mécanique des milieux continus [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Minelli, M., Panerati, J., Kaufmann, M., Ghedini, C., Beltrame, G., & Sabattini, L. (2020). Self-optimization of resilient topologies for fallible multi-robots. Robotics and Autonomous Systems, 124, 12 pages. Lien externe

Moins, T. (2020). Modèle hybride combinant réseau de neurones convolutifs et modèle basé sur le choix pour la recommandation de sièges [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

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Moussa, M., & Beltrame, G. (2020). On the robustness of consensus-based behaviors for robot swarms. Swarm Intelligence, 14(3), 205-231. Lien externe

Moussaileb, R., Navas, R. E., & Boulahia Cuppens, N. (2020). Watch out! Doxware on the way. Journal of Information Security and Applications, 55, 102668 (10 pages). Lien externe

Msika, S. (2020). Renforcement de systèmes de détection d'intrusions par des attaques GAN et métaheuristiques [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Muse, B. A., Rahman, M. M., Nagy, C., Cleve, A., Khomh, F., & Antoniol, G. (juin 2020). On the prevalence, impact and evolution of SQL Code smells in data-intensive systems [Communication écrite]. 17th International Conference on Mining Software Repositories (MSR 2020), Seoul, Republic of Korea. Lien externe

Naert, P. (2020). Vérification dynamique ciblée et interactive de programmes grâce à une architecture modulaire [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Naser Addin, D. (2020). Conception d'une interface adaptative en réalité augmentée pour gérer des systèmes autonomes dans le déroulement de missions critiques [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Nayebi, M. (juin 2020). Eye of the mind: image processing for social coding [Communication écrite]. ACM/IEEE 42nd International Conference on Software Engineering: New Ideas and Emerging Results (ICE-NIER 2020), Seoul, Republic of Korea. Lien externe

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Neishabouri, A., & Desmarais, M. C. (mai 2020). Reliability of perplexity to find number of latent topics [Communication écrite]. 33rd International Florida Artificial Intelligence Research Society Conference (FLAIRS 2020), North Miami Beach, FL, USA. Lien externe

Nemati, H., & Dagenais, M. (2020). virtFlow: guest independent execution flow analysis across virtualized environments. IEEE Transactions on Cloud Computing, 8(3), 943-956. Disponible

Nicolescu, G., Tria, A., Fernandez, J. M., Marion, J.-Y., & García-Alfaro, J. (décembre 2020). Foundations and Practice of Security [Communication écrite]. 13th International Symposium on Foundations and Practice of Security (FPS 2020), Montréal, Québec. Lien externe

Oettershagen, L., Kriege, N. M., Morris, C., & Mutzel, P. (mai 2020). Classifying Dissemination Processes in Temporal Graphs [Communication écrite]. SIAM International Conference on Data Mining (SDM 2020), Cincinnati, Ohio, United States. Publié dans Big Data, 8(5). Lien externe

Olewicki, D. (2020). On the Cost and Value of Build Automation [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Omrani, H., Omrani, B., Parmentier, B., & Helbich, M. (2020). Spatio-temporal data on the air pollutant nitrogen dioxide derived from Sentinel satellite for France. Data in Brief, 28, 8 pages. Lien externe

Ooi, H.-L., Bilodeau, G.-A., & Saunier, N. (juin 2020). Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study [Communication écrite]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Póvoa de Varzim, Portugal. Lien externe

Openja, M., Adams, B., & Khomh, F. (septembre 2020). Analysis of Modern Release Engineering Topics : – A Large-Scale Study using StackOverflow – [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2020), Adelaide, Australia. Lien externe

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Pesant, G. (janvier 2021). From support propagation to belief propagation in constraint programming (extended abstract) [Communication écrite]. 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), Yokohama, Japan. Lien externe

Peskine, Y. B. (2020). Dépistage automatique de la rétinopathie diabétique dans les images de fond d'oeil à l'aide de l'apprentissage profond [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Peskine, Y., Boucher, M.-C., & Cheriet, F. (juin 2020). An interpretable data-driven score for the assessment of fundus images quality [Communication écrite]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Povoa de Varzim, Portugal. Lien externe

Picot, F., Sheehy, G., Dallaire, F., Tremblay, J.-P., Daoust, F., Lemoine, É., Chaikho, L., Bégin, T., Petrecca, K., Kadoury, S., Leblond, F., Elson, D. S., Gioux, S., & Pogue, B. W. (avril 2020). Data compatibility across point probe Raman spectroscopy systems and its impact on statistical models portability (Conference Presentation) [Présentation]. Dans Clinical Biophotonics 2020. Lien externe

Pilault, J., Li, R., Subramanian, S., & Pal, C. J. (novembre 2020). On extractive and abstractive neural document summarization with transformer language models [Communication écrite]. Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). Lien externe

Pinheiro, D. N., Aloise, D., & Blanchard, S. J. (2020). Convex fuzzy k-medoids clustering. Fuzzy Sets and Systems, 389, 66-92. Lien externe

Pinheiro, D. N., Xavier-de-Souza, S., & Aloise, D. (mai 2020). Scaling Optimizations for Large-Scale Distributed Data with Lightweight Coresets [Communication écrite]. IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW 2020), New Orleans, LA, USA. Lien externe

Pokutta, S., Singh, M., & Torrico, A. (juillet 2020). On the unreasonable effectiveness of the greedy algorithm: Greedy adapts to sharpness [Communication écrite]. 37th International Conference on Machine Learning (ICML 2020). Publié dans Journal of Machine Learning Research, 119. Non disponible

Politowski, C., Khomh, F., Romano, S., Scanniello, G., Petrillo, F., Guéhéneuc, Y.-G., & Maiga, A. (2020). A large scale empirical study of the impact of Spaghetti Code and Blob anti-patterns on program comprehension. Information and Software Technology, 122, 14 pages. Lien externe

Rahman, M. M., Khomh, F., & Castelluccio, M. (septembre 2020). Why are Some Bugs Non-Reproducible? : An Empirical Investigation using Data Fusion [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2020). Lien externe

Ramtoula, B. (2020). Machine Learning for Multi-Robot Semantic Simultaneous Localization and Mapping [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Ramtoula, B., De Azambuja, R., & Beltrame, G. (mai 2020). CAPRICORN: Communication Aware Place Recognition using Interpretable Constellations of Objects in Robot Networks [Communication écrite]. IEEE International Conference on Robotics and Automation (ICRA 2020), Paris, France. Lien externe

Rasolroveicy, M. (août 2020). A Self-Adaptive Blockchain Framework to Balance Performance, Security, and Energy Consumption in IoT applications [Communication écrite]. IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, (ACSOS-C 2020), Washington, DC, USA. Lien externe

Rasolroveicy, M., & Fokaefs, M.-E. (juillet 2020). Performance Evaluation of Distributed Ledger Technologies for IoT data registry : A Comparative Study [Communication écrite]. 4th World Conference on Smart Trends in Systems Security and Sustainability (WorldS4 2020), London, United Kingdom. Lien externe

Rezazadeh, M., Ezzati-Jivan, N., Galea, E., & Dagenais, M. (octobre 2020). Multi-level execution trace based lock contention analysis [Communication écrite]. IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW 2020), Coimbra, Portugal. Lien externe

Rezgui, J., Gagné, É., Blain, G., Harvey, M., St-Pierre, O., & Cherkaoui, S. (octobre 2020). Open Source Platform for Extended Perception Using Communications and Machine Learning on a Small-Scale Vehicular Testbed [Communication écrite]. Global Information Infrastructure and Networking Symposium (GIIS 2020), Tunis, Tunisia (4 pages). Lien externe

Rivera-Landos, E. (2020). On the Challenges of Implementing Machine Learning Systems in Industry [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Rodrigo, C. (2020). Un modèle de détection de logiciels malveillants pour terminaux mobiles [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Rodrigues, I. M., Aloise, D., Fernandes, E. R., & Dagenais, M. (juin 2020). A soft alignment model for bug deduplication [Communication écrite]. 17th International Conference on Mining Software Repositories (MSR 2020), Seoul, Republic of Korea. Lien externe

Romaguera, L. V., Plantefève, R., Romero, F. P., Hébert, F., Carrier, J.-F., & Kadoury, S. (2020). Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks. Medical Image Analysis, 64, 14 pages. Lien externe

Rosales Tovar, J. A. (2020). Local VS. Global Models for Job-Candidate Matching [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Rouf, Y., Shtern, M., Mukherjee, J., Le, J., Fokaefs, M.-E., & Litoiu, M. (novembre 2019). Rule-based security management system for data-intensive applications [Communication écrite]. Conference of the Centre for Advanced Studies on Collaborative Research - 29th Annual International Conference on Computer Science and Software Engineering (CASCON 2019), Markham, ON. Lien externe

Roy, J., Barde, P., Harvey, F. G., Nowrouzezahrai, D., & Pal, C. J. (décembre 2020). Promoting coordination through policy regularization in multi-agent deep reinforcement learning [Communication écrite]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Lien externe

Royer-Rivard, R., Girard, F., Dahdah, N., & Cheriet, F. (juillet 2020). End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences [Communication écrite]. 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2020), Montréal, Québec. Lien externe

Santiago da Silva, J. (2020). Fully Programming the Data Plane: A Hardware/Software Approach [Thèse de doctorat, Polytechnique Montréal]. Disponible

Sayagh, M., Kerzazi, N., Petrillo, F., Bennani, K., & Adams, B. (2020). What should your run-time configuration framework do to help developers? Empirical Software Engineering, 25(2), 1259-1293. Lien externe

Schweizer, T., Zafeiris, V., Fokaefs, M.-E., & Famelis, M. (septembre 2020). Can Refactorings Indicate Design Tradeoffs? [Communication écrite]. 2020 IEEE 20th International Working Conference on Source Code Analysis and Manipulation (SCAM 2020), Adelaide, Australia. Lien externe

Sein Minn, S. M. (2020). The Analysis of Student Traces for Q-Matrix Refinement and Knowledge Tracing [Thèse de doctorat, Polytechnique Montréal]. Disponible

Shakeri, S. (2020). Deformable MRI to Transrectal Ultrasound Registration for Prostate Interventions Using Deep Learning [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Shams, R., Picot, F., Grajales, D., Sheehy, G., Dallaire, F., Birlea, M., Saad, F., Trudel, D., Menard, C., Leblond, F., & Kadoury, S. (2020). Pre-clinical evaluation of an image-guided in-situ Raman spectroscopy navigation system for targeted prostate cancer interventions. International Journal of Computer Assisted Radiology and Surgery, 15(5), 867-876. Lien externe

Sharbatdar, N. (2020). Supporting Transportation Decision-Makers with Tool Design and Data Uncertainty Visualizations [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Sharbatdar, N., Lamine, Y., Milord, B., Morency, C., & Cheng, J. (avril 2020). Capturing the practices, challenges, and needs of transportation decision-makers [Communication écrite]. ACM CHI Conference on Human Factors in Computing Systems (CHI EA 2020), Honolulu, HI (7 pages). Lien externe

Simon, J. (2020). Échantillonnage sémantique et classification des couleurs pour la recherche de personnes dans les vidéos [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Simon, J., Bilodeau, G.-A., Steele, D., & Mahadik, H. (juin 2020). Color inference from semantic labeling for person search in videos [Communication écrite]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Povoa de Varzim, Portugal. Lien externe

Smine, M., Espes, D., Boulahia Cuppens, N., & Cuppens, F. (juin 2020). Network functions virtualization access control as a service [Communication écrite]. 34th Annual IFIP WG11.3 Conference on Data and Applications Security and Privacy (DBSec 2020), Regensburg, Germany. Lien externe

Smine, M., Espes, D., Cuppens, F., Boulahia Cuppens, N., & Pahl, M.-O. (décembre 2020). A priority-based domain type enforcement for exception management [Communication écrite]. 13th International Symposium on Foundations and Practice Security (FPS 2020), Montréal, Québec. Lien externe

Soualhia, M., Khomh, F., & Tahar, S. (2020). A Dynamic and Failure-aware Task Scheduling Framework for Hadoop. IEEE Transactions on Cloud Computing, 8(2), 553-569. Lien externe

Sperling, M., Bouteiller, Y., De Azambuja, R., & Beltrame, G. (mai 2020). Domain Generalization via Optical Flow: Training a CNN in a Low-Quality Simulation to Detect Obstacles in the Real World [Communication écrite]. 17th Conference on Computer and Robot Vision (CRV 2020), Ottawa, ON. Lien externe

St-Onge, D., Kaufmann, M., Panerati, J., Ramtoula, B., Cao, Y., Coffey, E. B. J., & Beltrame, G. (2020). Planetary Exploration with Robot Teams: Implementing Higher Autonomy With Swarm Intelligence. IEEE Robotics and Automation Magazine, 27(2), 159-168. Lien externe

St-Onge, D., Varadharajan, V. S., Švogor, I., & Beltrame, G. (2020). From design to deployment: decentralized coordination of heterogeneous robotic teams. Frontiers in Robotics and AI, 7, 51 (16 pages). Disponible

Suárez, L. A., Espes, D., Cuppens, F., Phan, C.-T., Bertin, P., & Parc, P. L. (juin 2020). Managing Secure Inter-slice Communication in 5G Network Slice Chains [Communication écrite]. 34th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec 2020), Regensburg, Germany. Lien externe

Svecic, A., Roberge, D., & Kadoury, S. (2020). Prediction of inter-fractional radiotherapy dose plans with domain translation in spatiotemporal embeddings. Medical Image Analysis, 64, 13 pages. Lien externe

Taïk, A., & Cherkaoui, S. (juin 2020). Electrical Load Forecasting Using Edge Computing and Federated Learning [Communication écrite]. IEEE International Conference on Communications (ICC 2021), Dublin, Ireland (6 pages). Lien externe

Tay, Y., Ong, D., Fu, J., Chan, A., Chen, N. F., Tuan, L. A., & Pal, C. J. (juillet 2020). Would you rather? A new benchmark for learning machine alignment with cultural values and social preferences [Communication écrite]. 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). Lien externe

Thomasset, C. (2020). SERENIoT : politiques de sécurité collaboratives pour maisons connectées [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Thomasset, C., & Barrera, D. (décembre 2020). SERENIoT: Distributed Network Security Policy Management and Enforcement for Smart Homes [Communication écrite]. 2020 annual Computer Security Applications Conference (ACSAC 2020), Austin, Texas, USA. Lien externe

Tighilt, R., Abdellatif, M., Moha, N., Mili, H., El Boussaidi, G., Privat, J., & Guéhéneuc, Y.-G. (juillet 2020). On the Study of Microservices Antipatterns: a Catalog Proposal [Communication écrite]. European Conference on Pattern Languages of Programs (EuroPLoP 2020), New York, NY, USA (13 pages). Lien externe

Tiwari, D., Washizaki, H., Fukazawa, Y., Fukuoka, T., Tamaki, J., Hosotani, N., Kohama, M., Guéhéneuc, Y.-G., & Khomh, F. (mai 2020). Commit-defect and architectural metrics-based quality assessment of C language [Communication écrite]. 15th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2020). Lien externe

Tjandraatmadja, C., Anderson, R., Huchette, J., Ma, W., Patel, K., & Vielma, J. P. (décembre 2020). The convex relaxation barrier, revisited: Tightened single-neuron relaxations for neural network verification [Communication écrite]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Non disponible

Torres-Moreno, J.-M., Quintana Torres, L., & Hernandez, P. T. (2020). Evaluating Text Summaries using Divergences of the Probability Distribution. Computacion Y Sistemas, 24(4), 1515-1526. Lien externe

Tran, D. H., Meunier, M., & Cheriet, F. (juillet 2020). OrgaNet: A Robust Network for Subcellular Organelles Classification in Fluorescence Microscopy Images [Communication écrite]. 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2020), Montréal, Québec. Lien externe

Trouillefou, C. M., Beltrame, G., & Rodriguez, G. (octobre 2020). Towards an autonomous plant growing module for a Cubesat [Communication écrite]. 71st International Astronautical Congress (IAC 2020. Non disponible

Uddin, G., Khomh, F., & Roy, C. K. (2020). Mining API usage scenarios from stack overflow. Information and Software Technology, 122, 16 pages. Lien externe

Van Seijen, H., Nekoei, H., Racah, E., & Anbil Parthipan, S. C. (décembre 2020). The LoCA regret: A consistent metric to evaluate model-based behavior in reinforcement learning [Communication écrite]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Non disponible

Varadharajan, V. S., St-Onge, D., Adams, B., & Beltrame, G. (2020). SOUL: data sharing for robot swarms. Autonomous Robots, 44(3-4), 377-394. Lien externe

Varadharajan, V. S., St-Onge, D., Adams, B., & Beltrame, G. (2020). Swarm Relays: Distributed Self-Healing Ground-and-Air Connectivity Chains. IEEE Robotics and Automation Letters, 5(4), 5347-5354. Lien externe

Verdi, M., Sami, A., Akhondali, J., Khomh, F., Uddin, G., & Karami Motlagh, A. (2020). An Empirical Study of C++ Vulnerabilities in Crowd-Sourced Code Examples. IEEE Transactions on Software Engineering, 48(5), 1497-1514. Lien externe

Verhaeghe, H., Nijssen, S., Pesant, G., Quimper, C.-G., & Schaus, P. (2020). Learning optimal decision trees using constraint programming. Constraints, 25(3-4), 226-250. Lien externe

Verhaeghe, H., Nijssen, S., Pesant, G., Quimper, C.-G., & Schaus, P. (janvier 2021). Learning optimal decision trees using constraint programming (extended abstract) [Communication écrite]. 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), Yokohama, Japan. Lien externe

Vorontsov, E. (2020). On Medical Image Segmentation and on Modeling Long Term Dependencies [Thèse de doctorat, Polytechnique Montréal]. Disponible

Vosough Tehrani, M. (2020). Integration of Differential Privacy Mechanism to Map-Reduce Platform for Preserving Privacy in Cloud Environments [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Wang, W., Arya, D., Novielli, N., Cheng, J., & Guo, J. L. C. (avril 2020). ArguLens: Anatomy of Community Opinions on Usability Issues Using Argumentation Models [Communication écrite]. ACM CHI Conference on Human Factors in Computing Systems (CHI 2020), Honolulu, HI, USA (14 pages). Lien externe

Washizaki, H., Khomh, F., & Guéhéneuc, Y.-G. (septembre 2020). Software engineering patterns for machine learning applications (SEP4MLA) [Communication écrite]. 9th Asian Conference on Pattern Languages of Program in 2020 (AsianPLoP 2020), Taipei, Taiwan (10 pages). Non disponible

Washizaki, H., Khomh, F., Guéhéneuc, Y.-G., Takeuchi, H., Okuda, S., Natori, N., & Shioura, N. (octobre 2020). Software Engineering Patterns for Machine Learning Applications (SEP4MLA) - Part 2 [Communication écrite]. 27th Conference on Pattern Languages of Programs in 2020 (PLoP' 2020) (10 pages). Non disponible

Washizaki, H., Takeuchi, H., Khomh, F., Natori, N., Doi, T., & Okuda, S. (septembre 2020). Practitioners' insights on machine-learning software engineering design patterns: a preliminary study [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2020). Lien externe

Wu, F., & Beltrame, G. (2020). Cluster-based Penalty Scaling for Robust Pose Graph Optimization. IEEE Robotics and Automation Letters, 5(4), 6193-6200. Lien externe

Xiao, Y., Rivaz, H., Chabanas, M., Fortin, M., Machado, I., Ou, Y., Heinrich, M. P., Schnabel, J. A., Zhon, X., Maier, A., Wein, W., Shams, R., Kadoury, S., Drobny, D., Modat, M., & Reinertsen, I. (2020). Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Transactions on Medical Imaging, 39(3), 777-786. Lien externe

Xing, J. (2020). Implementation and Evaluation of Counting-Based Search for Table Constraints in the OscaR Solver [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Xu, B., An, L., Thung, F., Khomh, F., & Lo, D. (2020). Why reinventing the wheels? An empirical study on library reuse and re-implementation. Empirical Software Engineering, 25(1), 755-789. Lien externe

Yahyatabar, M., Jouvet, P., & Cheriet, F. (juillet 2020). Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images [Communication écrite]. 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada. Lien externe

Yao, K., Li, H., Shang, W., & Hassan, A. E. (2020). A study of the performance of general compressors on log files. Empirical Software Engineering, 25(5), 3043-3085. Lien externe

Yuan, X., Cote, M.-A., Fu, J., Lin, Z., Pal, C. J., Bengio, Y., & Trischler, A. (novembre 2019). Interactive language learning by question answering [Communication écrite]. Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019), Hong Kong, China. Lien externe

Yuan, X., Fu, J., Cote, M.-A., Tay, Y., Pal, C. J., & Trischler, A. (juillet 2020). Interactive Machine Comprehension with Information Seeking Agents [Communication écrite]. 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). Lien externe

Yue, L., Vincent, N., Pong Chi, Y., Wei-Shi, Z., Cheriet, F., & Suen, C. Y. (octobre 2020). Pattern Recognition and Artificial Intelligence [Communication écrite]. International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2020), Zhongshan, China. Lien externe

Zheng, H., Panerati, J., Beltrame, G., & Prorok, A. (2020). An adversarial approach to private flocking in mobile robot teams. IEEE Robotics and Automation Letters, 5(2), 1009-1016. Lien externe

Zhenxi, L., Bilodeau, G.-A., & Bouachir, W. (janvier 2021). MFST: Multi-Features Siamese Tracker [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy. Lien externe

Zid, C. (2020). Analyse et détection des anomalies dans un système IOT distribué hybride [Mémoire de maîtrise, Polytechnique Montréal]. Disponible

Zid, C., Humeniuk, D., Khomh, F., & Antoniol, G. (juin 2020). Double cycle hybrid testing of hybrid distributed IoT system [Communication écrite]. IEEE/ACM 42nd International Conference on Software Engineering Workshops (ICSEW 2020), Seoul, Republic of Korea. Lien externe

Zouaq, A., & Martel, F. (juin 2020). What is the schema of your knowledge graph?: Leveraging knowledge graph embeddings and clustering for expressive taxonomy learning [Communication écrite]. International Workshop on Semantic Big Data (SBD 2020), Portland, OR (6 pages). Lien externe

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