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Abidi, M., Rahman, M. S., Openja, M., & Khomh, F. (2022). Multi-language design smells: a backstage perspective. Empirical Software Engineering, 27(5), 52 pages. Lien externe
Abouaomar, A., Cherkaoui, S., Mlika, Z., & Kobbane, A. (2022). Service Function Chaining in MEC: A Mean-Field Game and Reinforcement Learning Approach. IEEE Systems Journal, 16(4), 5357-5368. Lien externe
Agha, A., Otsu, K., Morrell, B., Fan, D., Thakker, R., Santamaria-Navarro, A., Kim, S.-K., Bouman, A., Lei, X., Edlund, J., Ginting, M., Ebadi, K., Anderson, M., Pailevanian, T., Terry, E., Wolf, M., Tagliabue, A., Vaquero, T., Palieri, M., ... Burdick, J. (2022). NeBula: TEAM CoSTAR's Robotic Autonomy Solution that Won Phase II of DARPA Subterranean Challenge. Field Robotics, 2(1), 1432-1506. Lien externe
Alfalqi, K., & Bellaïche, M. (2022). An Emergency Event Detection Ensemble Model Based on Big Data. Big Data and Cognitive Computing, 6(2), 18 pages. Lien externe
Alghamdi, R., & Bellaïche, M. (2022). A Cascaded Federated Deep Learning Based Framework For Detecting Wormhole Attacks in IoT Networks. Computers & Security, 125, 17 pages. Lien externe
Alghamdi, R., & Bellaïche, M. (2022). Evaluation and Selection Models for Ensemble Intrusion Detection Systems in IoT. IoT, 3(2), 285-314. Lien externe
Alley, S., Jackson, E., Olivié, D., van der Heide, U. A., Ménard, C., & Kadoury, S. (2022). Effect of magnetic resonance imaging pre-processing on the performance of model-based prostate tumor probability mapping. Physics in Medicine & Biology, 67(24), 3796-3808. Lien externe
Alsalem, M. A., Alamoodi, A. H., Albahri, O. S., Dawood, K. A., Mohammed, R. T., Alnoor, A., Zaidan, A. A., Albahri, A. S., Zaidan, B. B., Jumaah, F. M., & Al-Obaidi, J. R. (2022). Multi-criteria decision-making for coronavirus disease 2019 applications: a theoretical analysis review. Artificial Intelligence Review, 55(6), 4979-5062. Lien externe
Antonelli, M., Reinke, A., Bakas, S., Farahani, K., Kopp-Schneider, A., Landman, B. A., Litjens, G., Menze, B., Ronneberger, O., Summers, R. M., van Ginneken, B., Bilello, M., Bilic, P., Christ, P. F., Do, R. K. G., Gollub, M. J., Heckers, S. H., Huisman, H., Jarnagin, W. R., ... Cardoso, M. J. (2022). The medical segmentation decathlon. Nature Communications, 13(1), 4128 (13 pages). Disponible
Beamonte, R., Ezzati-Jivan, N., & Dagenais, M. (2022). Execution trace-based model verification to analyze multicore and real-time systems. Concurrency and Computation-Practice & Experience, 34(17), e6974 (26 pages). Lien externe
Bedard, C., Lutkebohle, I., & Dagenais, M. (2022). ros2_tracing: Multipurpose Low-Overhead Framework for Real-Time Tracing of ROS 2. IEEE Robotics and Automation Letters, 7(3), 6511-6518. Lien externe
Ben Braiek, H., Reid, T., & Khomh, F. (2022). Physics-guided adversarial machine learning for aircraft systems simulation. IEEE Transactions on Reliability, 72(3), 1161-1175. Lien externe
Bofill, M., Coll, J., Garcia, M., Giraldez-Cru, J., Pesant, G., Suy, J., & Villaret, M. (2022). Constraint solving approaches to the business-to-business meeting scheduling problem. Journal of Artificial Intelligence Research, 74, 263-301. Lien externe
Bouchard, I., Rancourt, M.-E., Aloise, D., & Kalaitzis, F. (2022). On transfer learning for building damage assessment from satellite imagery in emergency contexts. Remote Sensing, 14(11), 29 pages. Lien externe
Boucheneb, H., Barkaoui, K., Xing, Q., Wang, K.Z., Liu, G.Y., & Li, Z.W. (2022). Time based deadlock prevention for Petri nets. Automatica, 137, 110119 (11 pages). Lien externe
Businge, J., Openja, M., Nadi, S., & Berger, T. (2022). Reuse and maintenance practices among divergent forks in three software ecosystems. Empirical Software Engineering, 27(2), 54 (47 pages). Lien externe
Cappart, Q., Bergman, D., Rousseau, L.-M., Premont-Schwarz, I., & Parjadis, A. (2022). Improving variable orderings of approximate decision diagrams using reinforcement learning. INFORMS Journal on Computing, 34(5), 2552-2570. Lien externe
Carlino, F., Diana, A., Ventriglia, A., Piccolo, A., Mocerino, C., Riccardi, F., Bilancia, D., Giotta, F., Antoniol, G., Famiglietti, V., Feliciano, S., Cangiano, R., Lobianco, L., Pellegrino, B., De Vita, F., Ciardiello, F., & Orditura, M. (2022). HER2-Low Status Does Not Affect Survival Outcomes of Patients with Metastatic Breast Cancer (MBC) Undergoing First-Line Treatment with Endocrine Therapy plus Palbociclib: Results of a Multicenter, Retrospective Cohort Study. Cancers, 14(20), 4981 (11 pages). Lien externe
Chalangar, H., Ould-Bachir, T., Sheshyekani, K., & Mahseredjian, J. (2022). Methods for the Accurate Real-Time Simulation of High Frequency Power Converters. IEEE Transactions on Industrial Electronics, 69(9), 9613-9623. Lien externe
Chowdhury, M. A. R., Abdalkareem, R., Shihab, E., & Adams, B. (2022). On the Untriviality of Trivial Packages: An Empirical Study of npm JavaScript Packages. IEEE Transactions on Software Engineering, 48(8), 2695-2708. Lien externe
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2022). Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds. Journal of Heuristics, 28(4), 539-582. Lien externe
Coviello, C., Romano, S., Scanniello, G., & Antoniol, G. (2022). GASSER: A Multi-Objective Evolutionary Approach for Test Suite Reduction. International Journal of Software Engineering and Knowledge Engineering, 32(2), 193-225. Lien externe
Cros, S., Bouttier, H., Nguyen-Tan, P. F., Vorontsov, E., & Kadoury, S. (2022). Combining dense elements with attention mechanisms for 3D radiotherapy dose prediction on head and neck cancers. Journal of Applied Clinical Medical Physics, 23(8), e13655 (15 pages). Lien externe
Dambri, O. A., & Cherkaoui, S. (2022). Modeling self-assembly of polymer-based wired nano-communication channel. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 8(2), 107-118. Lien externe
Diana, A., Carlino, F., Buono, G., Antoniol, G., Famiglietti, V., De Angelis, C., Carrano, S., Piccolo, A., De Vita, F., Ciardiello, F., Daniele, B., Arpino, G., & Orditura, M. (2022). Prognostic Relevance of Progesterone Receptor Levels in Early Luminal-Like HER2 Negative Breast Cancer Subtypes: A Retrospective Analysis. Frontiers in Oncology, 12. Lien externe
Ding, Z., Li, H., Shang, W., & Chen, T.-H. P. (2022). Can pre-trained code embeddings improve model performance? Revisiting the use of code embeddings in software engineering tasks. Empirical Software Engineering, 27(3), 38 pages. Lien externe
Elfatimi, E., Eryigit, R., & Elfatimi, L. (2022). Beans Leaf Diseases Classification Using MobileNet Models. IEEE Access, 10, 9471-9482. Lien externe
Filali, A., Mlika, Z., Cherkaoui, S., & Kobbane, A. (2022). Dynamic SDN-based radio access network slicing with deep reinforcement learning for URLLC and eMBB services. IEEE Transactions on Network Science and Engineering, 9(4), 2174-2187. Lien externe
Fiorini, A., & Dagenais, M. (2022). Visualization of profiling and tracing in CPU-GPU programs. Concurrency and Computation: Practice and Experience, 34(23), 16 pages. Lien externe
Fouad, H., & Beltrame, G. (2022). Energy autonomy for robot systems with constrained resources. IEEE Transactions on Robotics, 38(6), 3675-3693. Lien externe
Grajales, D., Kadoury, S., Shams, R., Barkati, M., Delouya, G., Béliveau-Nadeau, D., Nicolas, B., Le, W. T., Benhacene-Boudam, M.-K., Juneau, D., DaSilva, J. N., Carrier, J.-F., Hautvast, G., & Ménard, C. (2022). Performance of an integrated multimodality image guidance and dose-planning system supporting tumor-targeted HDR brachytherapy for prostate cancer. Radiotherapy and Oncology, 166, 154-161. Lien externe
Hamdaqa, M., Met, L. A. P., & Qasse, I. (2022). iContractML 2.0: A domain-specific language for modeling and deploying smart contracts onto multiple blockchain platforms. Information and Software Technology, 144, 14 pages. Lien externe
Hébert-Lavoie, M., Doyon-Poulin, P., & Ozell, B. (2022). Identification of visual functional thresholds for immersion assessment in virtual reality. PRESENCE: Virtual and Augmented Reality, 29, 1-22. Disponible
Humeniuk, D., Khomh, F., & Antoniol, G. (2022). A search-based framework for automatic generation of testing environments for cyber-physical systems. Information and Software Technology, 149, 106936 (17 pages). Lien externe
Iovino, F., Diana, A., Carlino, F., Ferraraccio, F., Antoniol, G., Fisone, F., Perrone, A., Zito Marino, F., Panarese, I., Tathode, M. S., Caraglia, M., Gatta, G., Ruggiero, R., Parisi, S., De Vita, F., Ciardiello, F., Docimo, L., & Orditura, M. (2022). Expression of c-MET in Estrogen Receptor Positive and HER2 Negative Resected Breast Cancer Correlated with a Poor Prognosis. Journal of Clinical Medicine, 11(23), 6987 (15 pages). Lien externe
Italis, O., Pierre, S., & Quintero, A. (2022). Mobile Payment Platforms: Taxonomy, Architecture, Security, and Integration with Blockchain. Academia Letters. Lien externe
Jebnoun, H., Rahman, M. S., Khomh, F., & Muse, B. A. (2022). Clones in deep learning code: what, where, and why? Empirical Software Engineering, 27(4). Lien externe
Joshi, C. K., Cappart, Q., Rousseau, L.-M., & Laurent, T. (2022). Learning the travelling salesperson problem requires rethinking generalization. Constraints, 27(1-2), 70-98. Lien externe
Kohyarnejadfard, I., Aloise, D., Azhari, S. V., & Dagenais, M. (2022). Anomaly detection in microservice environments using distributed tracing data analysis and NLP. Journal of Cloud Computing, 11(1), 16 pages. Lien externe
Kozanitis, A., Farand, P., & Boudreault, Y. (2022). Polyfolio : un outil numérique pour le suivi, l'évaluation et la présentation des compétences de l'ingénieur en formation à Polytechnique Montréal. Médiations & Médiatisations, 9, 132-147. Lien externe
Kuhrmann, M., Tell, P., Hebig, R., Klünder, J. A.-C., Münch, J., Linssen, O., Pfahl, D., Felderer, M., Prause, C., Macdonell, S., Nakatumba-Nabende, J., Raffo, D., Beecham, S., Tüzün, E., López, G., Paez, N., Fontdevila, D., Licorish, S., Küpper, S., ... Richardson, I. (2022). What Makes Agile Software Development Agile. IEEE Transactions on Software Engineering, 48(9), 3523-3539. Lien externe
Lajoie, P.-Y., Ramtoula, B., Fang, W., & Beltrame, G. (2022). Towards Collaborative Simultaneous Localization and Mapping: a Survey of the Current Research Landscape. Field Robotics, 2(1), 971-1000. Disponible
Lamine, Y., & Cheng, J. (2022). Understanding and supporting the design systems practice. Empirical Software Engineering, 27(6), 146 (26 pages). Lien externe
Lamothe, M., Li, H., & Shang, W. (2022). Assisting Example-based API Misuse Detection via Complementary Artificial Examples. IEEE Transactions on Software Engineering, 48(9), 3410-3422. Lien externe
Le, W. T., Vorontsov, E., Romero, F. P., Seddik, L., Elsharief, M. M., Nguyen-Tan, P. F., Roberge, D., Bahig, H., & Kadoury, S. (2022). Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks. Scientific Reports, 12(1), 17 pages. Lien externe
Li, N., Tous, C., Dimov, I. P., Cadoret, D., Fei, P., Majedi, Y., Lessard, S., Nosrati, Z., Saatchi, K., Hafeli, U., Tang, A., Kadoury, S., Martel, S., & Soulez, G. (2022). Quantification and 3D localization of magnetically navigated superparamagnetic particles using MRI in phantom and swine chemoembolization models. IEEE Transactions on Biomedical Engineering, 69(8), 2616-2627. Lien externe
Li, Z., Peng, W., Yuan, Z., & Wang, J. (2022). Fourier neural operator approach to large eddy simulation of three-dimensional turbulence. Theoretical and Applied Mechanics Letters, 12(6), 100389 (7 pages). Lien externe
Liao, L., Li, H., Shang, W., & Ma, L. (2022). An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks. ACM Transactions on Software Engineering and Methodology, 31(3), 1-40. Lien externe
Locke, S., Li, H., Chen, T.-H., Shang, W., & Liu, W. (2022). LogAssist: Assisting Log Analysis Through Log Summarization. IEEE Transactions on Software Engineering, 48(9), 3227-3241. Lien externe
Lodi, A., Olivier, P., Pesant, G., & Sankaranarayanan, S. (2022). Fairness over time in dynamic resource allocation with an application in healthcare. Mathematical Programming, 34 pages. Lien externe
Lopera, D. O. G., Picot, F., Shams, R., Dallaire, F., Sheehy, G., Alley, S., Barkati, M., Delouya, G., Carrier, J.-F., Birlea, M., Trudel, D., Leblond, F., Menard, C., & Kadoury, S. (2022). Image-guided Raman spectroscopy navigation system to improve transperineal prostate cancer detection. Part 2: in-vivo tumor-targeting using a classification model combining spectral and MRI-radiomics features. Journal of Biomedical Optics, 27(9), 095004 (16 pages). Lien externe
Lopez-Arango, G., Deguire, F., Agbogba, K., Boucher, M.-A., Knoth, I. S., El-Jalbout, R., Côté, V., Damphousse, A., Kadoury, S., & Lippe, S. (2022). Impact of brain overgrowth on sensorial learning processing during the first year of life. Frontiers in Human Neuroscience, 16, 928543 (15 pages). Lien externe
Luinaud, T., Langlois, J. M. P., & Savaria, Y. (2022). Symbolic analysis for data plane programs specialization. ACM Transactions on Architecture and Code Optimization, 20(1), 1-21. Lien externe
Mahdavimoghadam, M., Nikanjam, A., & Abdoos, M. (2022). Improved reinforcement learning in cooperative multi-agent environments using knowledge transfer. Journal of Supercomputing, 78(8), 10455-10479. Lien externe
Mansour, R., Romaguera, L. V., Huet, C., Bentridi, A., Vu, K.-N., Billiard, J.-S., Gilbert, G., Tang, A., & Kadoury, S. (2022). Abdominal motion tracking with free-breathing XD-GRASP acquisitions using spatio-temporal geodesic trajectories. Medical and Biological Engineering and Computing, 60(2), 583-598. Lien externe
Mansour, R., Romaguera, L. V., Huet, C., Bentridi, A., Vu, K.N., Billiard, J. S., Gilbert, G., Tang, A., & Kadoury, S. (2022). Correction to: Abdominal motion tracking with freebreathing XDGRASP acquisitions using spatiotemporal geodesic trajectories. Medical and Biological Engineering and Computing, 60(4), 1223-1223. Lien externe
Masoom, A., Mahseredjian, J., Ould-Bachir, T., & Guironnet, A. (2022). MSEMT: An Advanced Modelica Library for Power System Electromagnetic Transient Studies. IEEE Transactions on Power Delivery, 37(4), 2453-2463. Lien externe
Ménard, C., Navarro-Domenech, I., Liu, Z., Joseph, L., Barkati, M., Berlin, A., Delouya, G., Taussky, D., Beauchemin, M.-C., Nicolas, B., Kadoury, S., Rink, A., Raman, S., Sundaramurthy, A., Weersink, R., Béliveau-Nadeau, D., Helou, J., & Chun, P. (2022). Corrigendum: MRI-guided focal or integrated boost high dose rate brachytherapy for recurrent prostate cancer. Frontiers in Oncology, 12, 2 pages. Lien externe
Ménard, C., Navarro-Domenech, I., Liu, Z., Joseph, L., Barkati, M., Berlin, A., Delouya, G., Taussky, D., Beauchemin, M.-C., Nicolas, B., Kadoury, S., Rink, A., Raman, S., Sundaramurthy, A., Weersink, R., Béliveau-Nadeau, D., Helou, J., & Chun, P. (2022). MRI-guided focal or integrated boost high dose rate brachytherapy for recurrent prostate cancer. Frontiers in Oncology, 12, 971344 (9 pages). Lien externe
Merzouk, M. A., Cuppens, F., Boulahia Cuppens, N., & Yaich, R. (2022). Investigating the practicality of adversarial evasion attacks on network intrusion detection. Lien externe
Mezheritsky, T., Romaguera, L. V., Le, W. L., & Kadoury, S. (2022). Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy. Medical Image Analysis, 75, 102260 (14 pages). Lien externe
Mlika, Z., & Cherkaoui, S. (2022). Deep deterministic policy gradient to minimize the age of information in cellular V2X communications. IEEE Transactions on Intelligent Transportation Systems, 23(12), 23597-23612. Lien externe
Moudoud, H., Mlika, Z., Khoukhi, L., & Cherkaoui, S. (2022). Detection and Prediction of FDI Attacks in IoT Systems via Hidden Markov Model. IEEE Transactions on Network Science and Engineering, 9(5), 2978-2990. Lien externe
Moussaileb, R., Boulahia Cuppens, N., Lanet, J.-L., & Bouder, H. L. (2022). A Survey on Windows-based Ransomware Taxonomy and Detection Mechanisms: Case Closed? ACM Computing Surveys, 54(6), 1-36. Lien externe
Muller Rodrigues, I., Khvorov, A., Aloise, D., Vasiliev, R., Koznov, D., Fernandes, E. R., Chernishev, G., Luciv, D., & Povarov, N. (2022). TraceSim: An alignment method for computing stack trace similarity. Empirical Software Engineering, 27(2), 41 pages. Disponible
Muse, B. A., Nagy, C., Cleve, A., Khomh, F., & Antoniol, G. (2022). FIXME: synchronize with database! An empirical study of data access self-admitted technical debt. Empirical Software Engineering, 27(6), 42 pages. Lien externe
Nemati, H., Tétreault, F., Puncher, J., & Dagenais, M. (2022). Critical Path Analysis through Hierarchical Distributed Virtualized Environments using Host Kernel Tracing. IEEE Transactions on Cloud Computing, 10(2), 774-791. Lien externe
Nikanjam, A., Ben Braiek, H., Morovati, M. M., & Khomh, F. (2022). Automatic Fault Detection for Deep Learning Programs Using Graph Transformations. ACM Transactions on Software Engineering and Methodology, 31(1), 1-27. Lien externe
Nikanjam, A., Morovati, M. M., Khomh, F., & Ben Braiek, H. (2022). Faults in deep reinforcement learning programs: a taxonomy and a detection approach. Automated Software Engineering, 29(1), 8 (32 pages). Lien externe
Nour, B., & Cherkaoui, S. (2022). How Far Can We Go in Compute-less Networking: Computation Correctness and Accuracy. IEEE Network, 36(4), 197-202. Lien externe
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Openja, M., Morovati, M. M., An, L., Khomh, F., & Abidi, M. (2022). Technical debts and faults in open-source quantum software systems: An empirical study. Journal of Systems and Software, 193, 28 pages. Lien externe
Ould-Yahia, Y., Bouzefrane, S., Boucheneb, H., & Banerjee, S. (2022). A data-owner centric privacy model with blockchain and adapted attribute-based encryption for internet-of-things and cloud environment. International Journal of Information and Computer Security, 17(3-4), 261-84. Lien externe
Peng, W., Yuan, Z., & Wang, J. (2022). Attention-enhanced neural network models for turbulence simulation. Physics of Fluids, 34(2), 025111 (17 pages). Lien externe
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Pierre, W. C., Zhang, E., Londono, I., De Leener, B., Lesage, F., & Lodygensky, G. A. (2022). Non-invasive in vivo MRI detects long-term microstructural brain alterations related to learning and memory impairments in a model of inflammation-induced white matter injury. Behavioural Brain Research, 428, 113884 (13 pages). Lien externe
Playout, C., Duval, R., Boucher, M.-C., & Cheriet, F. (2022). Focused Attention in Transformers for interpretable classification of retinal images. Medical Image Analysis, 82, 102608 (13 pages). Lien externe
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Rocha, D., Aloise, D., Aloise, D. J., & Contardo, C. (2022). Visual attractiveness in vehicle routing via bi-objective optimization. Computers & Operations Research, 137, 105507 (14 pages). Disponible
Saboia, M., Clark, L., Thangavelu, V., Edlund, J. A., Otsu, K., Correa, G. J., Varadharajan, V. S., Santamaria-Navarro, A., Touma, T., Bouman, A., Melikyan, H., Pailevanian, T., Kim, S.-K., Archanian, A., Vaquero, T. S., Beltrame, G., Napp, N., Pessin, G., & Agha-mohammadi, A.- (2022). ACHORD: Communication-aware multi-robot coordination with intermittent connectivity. IEEE Robotics and Automation Letters, 7(4), 10184-10191. Lien externe
Sepasgozar, S. S., & Pierre, S. (2022). Fed-NTP: A federated learning algorithm for network traffic prediction in VANET. IEEE Access, 10, 119607-119616. Disponible
Sepasgozar, S. S., & Pierre, S. (2022). Network Traffic Prediction Model Considering Road Traffic Parameters Using Artificial Intelligence Methods in VANET. IEEE Access, 10, 8227-8242. Lien externe
Shajoonnezhad, N., & Nikanjam, A. (2022). A stochastic variance-reduced coordinate descent algorithm for learning sparse Bayesian network from discrete high-dimensional data. International Journal of Machine Learning and Cybernetics, 14(3), 947-958. Lien externe
Solano, M. M., Richer, E., Cheriet, F., Lesk, M. R., & Costantino, S. (2022). Mapping Pulsatile Optic Nerve Head Deformation Using OCT. Ophthalmology Science, 2(4), 11 pages. Lien externe
Stoelen, M. F., de Azambuja, R., Rodriguez, B. L., Bonsignorio, F., & Cangelosi, A. (2022). The GummiArm Project: A Replicable and Variable-Stiffness Robot Arm for Experiments on Embodied AI. Frontiers in Neurorobotics, 16, 836772 (19 pages). Lien externe
Taik, A., Mlika, Z., & Cherkaoui, S. (2022). Clustered Vehicular Federated Learning: Process and Optimization. IEEE Transactions on Intelligent Transportation Systems, 23(12), 25371-25383. Lien externe
Taïk, A., Mlika, Z., & Cherkaoui, S. (2022). Data-Aware Device Scheduling for Federated Edge Learning. IEEE Transactions on Cognitive Communications and Networking, 8(1), 408-421. Lien externe
Tambon, F., Laberge, G., An, L., Nikanjam, A., Mindom, P. S. N., Pequignot, Y., Khomh, F., Antoniol, G., Merlo, E., & Laviolette, F. (2022). How to certify machine learning based safety-critical systems? A systematic literature review. Automated Software Engineering, 29(2). Lien externe
Tidjon, L. N., & Khomh, F. (2022). The different faces of AI ethics acrosse the world : a principle-to-pratice gap analysis. IEEE Transactions on Artificial Intelligence, 4(4), 820-839. Lien externe
Tsobdjou, L. D., Pierre, S., & Quintero, A. (2022). An Online Entropy-based DDoS Flooding Attack Detection System with Dynamic Threshold. IEEE Transactions on Network and Service Management, 19(2), 1679-1689. Lien externe
Uddin, G., Guéhénuc, Y.-G., Khomh, F., & Roy, C. K. (2022). An Empirical Study of the Effectiveness of an Ensemble of Stand-alone Sentiment Detection Tools for Software Engineering Datasets. ACM Transactions on Software Engineering and Methodology, 31(3), 1-38. Lien externe
Valenchon, N., Bouteiller, Y., Jourde, H. R., L'Heureux, X., Sobral, M., Coffey, E. B. J., & Beltrame, G. (2022). The Portiloop: A deep learning-based open science tool for closed-loop brain stimulation. PLOS ONE, 17(8), e0270696 (20 pages). Lien externe
Vorontsov, E., Molchanov, P., Gazda, M., Beckham, C., Kautz, J., & Kadoury, S. (2022). Towards annotation-efficient segmentation via image-to-image translation. Medical Image Analysis, 82, 102624 (16 pages). Lien externe
Wang, W., Cheng, J., & Guo, J. L. C. (2022). How Do Open Source Software Contributors Perceive and Address Usability? Valued Factors, Practices, and Challenges. IEEE Software, 39(1), 76-83. Lien externe
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Wu, F., & Beltrame, G. (2022). Direct Sparse Odometry with Planes. IEEE Robotics and Automation Letters, 7(1), 557-564. Lien externe
Yaali, J., Gregoire, V., & Hurtut, T. (2022). HFTViz: Visualization for the exploration of high frequency trading data. Information Visualization, 21(2), 182-193. Lien externe
Yahmed, A. H., Ben Braiek, H., Khomh, F., Bouzidi, S., & Zaatour, R. (2022). DiverGet: a Search-Based Software Testing approach for Deep Neural Network Quantization assessment. Empirical Software Engineering, 27(7), 193 (32 pages). Lien externe
Yassin, M., Ould-Slimane, H., Talhi, C., & Boucheneb, H. (2022). Multi-Tenant Intrusion Detection Framework as a Service for SaaS. IEEE Transactions on Services Computing, 15(5), 2925-2938. Lien externe
Zampetti, F., Mudbhari, S., Arnaoudova, V., Di Penta, M., Panichella, S., & Antoniol, G. (2022). Using code reviews to automatically configure static analysis tools. Empirical Software Engineering, 27(1), 30 pages. Lien externe
Zhang, H., Tang, Y., Lamothe, M., Li, H., & Shang, W. (2022). Studying logging practice in test code. Empirical Software Engineering, 27(4), 83 (45 pages). Lien externe
Zhang, H., Wang, S., Li, H., Chen, T.-H. P., & Hassan, A. E. (2022). A study of C/C++ code weaknesses on stack overflow. IEEE Transactions on Software Engineering, 48(7), 2359-2375. Lien externe
Kabamba, H. (2022). Tracing nodejs applications in a low level context - progress report meeting. (Rapport technique). Lien externe
Agrawal, V., Lin, Y.-H., & Cheng, J. (juin 2022). Understanding the Characteristics of Visual Contents in Open Source Issue Discussions: A Case Study of Jupyter Notebook [Communication écrite]. 26th ACM International Conference on Evaluation and Assessment in Software Engineering (EASE 2022), Gothenburg, Sweden. Lien externe
Ahmad, H., Holoday, C., Bertram, I., Angstadt, K., Sharafi, Z., & Weimer, W. (novembre 2022). LOGI: an empirical model of heat-induced disk drive data loss and its implications for data recovery [Communication écrite]. 18th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE 2022), Singapore. Lien externe
Amine Elforaici, M. E., Montagnon, E., Azzi, F., Trudel, D., Nguyen, B., Turcotte, S., Tang, A., & Kadoury, S. (mars 2022). Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver Metastases [Communication écrite]. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI 2022), Kolkata, India (5 pages). Lien externe
Arseneault, S., Vielfaure, D., & Beltrame, G. (mai 2022). RASS: Risk-Aware Swarm Storage [Communication écrite]. 21st International Conference on Autonomous Agents and Multiagent Systems. Lien externe
Aurora Dugo, A. T., Lefoul, J.-B., Ben-Salem, A., Harnois, S., Göhring de Magalhães, F., & Nicolescu, G. (juin 2022). Efficient Scheduling, Mapping and Memory Bandwidth Allocation for Safety-Critical Systems [Communication écrite]. 20th IEEE International Interregional NEWCAS Conference (NEWCAS 2022), Quebec City, QC, Canada. Lien externe
Azambuja, R. , Fouad, H., Bouteiller, Y., Sol, C., & Beltrame, G. (mai 2022). When being soft makes you tough: a collision-resilient quadcopter inspired by arthropods' exoskeletons [Communication écrite]. IEEE International Conference on Robotics and Automation (ICRA 2022), Philadelphia, PA, USA. Lien externe
Belkhiri, A., Bushehri, A. S., & Dagenais, M. (juillet 2022). Virtual Networks Link-Layer Topologies Discovery through Host-based Tracing [Communication écrite]. International Conference on Electrical, Computer and Energy Technologies (ICECET 2022), Pragues, Czech Republic (8 pages). Lien externe
Ben Braiek, H., Tfaily, A., Khomh, F., Reid, T., & Guida, C. (octobre 2022). SmOOD: Smoothness-based Out-of-Distribution Detection Approach for Surrogate Neural Networks in Aircraft Design [Communication écrite]. 37th IEEE/ACM International Conference on Automated Software Engineering (ASE 2022), Rochester, MI, USA (13 pages). Lien externe
Bertalan, V. G. F., & Ruiz, E. E. S. (octobre 2022). Words Matter Using Machine Learning to Verify How Words Absolve or Condemn Defendants [Communication écrite]. 1st International Workshop on Social Communication and Information Activity in Digital Humanities (SCIA 2022), Lviv, Ukraine. Lien externe
Charpentier, A., Boulahia Cuppens, N., Cuppens, F., & Yaich, R. (août 2022). Deep reinforcement learning-based defense strategy selection [Communication écrite]. 17th International Conference on Availability, Reliability and Security (ARES 2022), Vienna, Austria (11 pages). Lien externe
Clouatre, L., Parthasarathi, P., Zouaq, A., & Anbil Parthipan, S. C. (mai 2022). Local Structure Matters Most: Perturbation Study in NLU [Communication écrite]. 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL 2022), Dublin, IRELAND. Lien externe
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (mai 2022). OptiMaP: swarm-powered Optimized 3D Mapping Pipeline for emergency response operations [Communication écrite]. 18th International Conference on Distributed Computing in Sensor Systems (DCOSS 2022), Marina del Rey, Los Angeles, CA, USA. Lien externe
Crochelet, P., Neal, C., Boulahia Cuppens, N., & Cuppens, F. (décembre 2022). Attacker Attribution via Characteristics Inference Using Honeypot Data [Communication écrite]. 16th International Conference on Network and System Security (NSS 2022), Denarau Island, Fiji. Lien externe
Desmarais, M. C. (juin 2022). Un survol de la modélisation de l'expertise et du défi de de l'évaluer dans un contexte ouvert [Communication écrite]. Environnements Informatiques pour l'Apprentissage Humain et Intelligence Artificielle (EIAH et IA), Saint-Étienne, France. Non disponible
Desrosiers, C., Letenneur, M., Bernier, F., Cheriet, F., Brailovski, V., Piché, N., & Guibault, F. (février 2022). Correlative laser confocal microscopy study and multimmodal 2D/3D registration as ground truth for x-ray inspection of internal defects in LPBF manufacturing [Communication écrite]. 11th Conference on Industrial Computed Tomography (ICT 2022), Wels, Austria. Lien externe
Dimitrijevic, A., Noblet, V., & De Leener, B. (juillet 2022). Deep learning-based longitudinal intra-subject registration of pediatric brain MR images [Communication écrite]. 10th International Workshop on Biomedical Image Registration (WBIR 2022), Munich, Germany (5 pages). Lien externe
Dimitrijevic, A., Noblet, V., & De Leener, B. (mai 2022). Medical image registration using deep learning techniques applied to pediatric magnetic resonance imaging (MRI) brain scans [Communication écrite]. 31st ISMRT Joint annual meeting ISMRM-ESMRMB, London, England. Lien externe
Ding, Z., Li, H., & Shang, W. (mars 2022). LoGenText: Automatically generating logging texts using neural machine translation [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022), Honolulu, HI, USA. Lien externe
Dominguez, A., Saunier, N., Alcaraz, C., Al Mallah, R., & Fernandez, J. M. (janvier 2022). Reinforcement-Learning-Based Attack on Adaptive Traffic Control Systems [Communication écrite]. Transportation Research Board Annual Meeting, Washington, D.C. Lien externe
Erfan, F., Bellaïche, M., & Halabi, T. (août 2022). Game-theoretic Designs for Blockchain-based IoT: Taxonomy and Research Directions [Communication écrite]. IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS 2022), Newark, CA, USA. Lien externe
Faramarzi, M., Amini, M., Badrinaaraayanan, A., Verma, V., & Anbil Parthipan, S. C. (février 2022). PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks [Communication écrite]. 36th AAAI Conference on Artificial Intelligence (AAAI 2022). Lien externe
Favreau, C.-O., Zouaq, A., & Bhatnagar, S. (mai 2022). Learning to Rank with BERT for Argument Quality Evaluation [Communication écrite]. 35th International Florida Artificial Intelligence Research Society Conference (FLAIRS-35 2022), Jensen Beach, FL, USA (6 pages). Lien externe
Ferreira, I., Adams, B., & Cheng, J. (mai 2022). How heated is it? Understanding GitHub locked issues [Communication écrite]. IEEE/ACM 19th International Conference on Mining Software Repositories (MSR 2022), Pittsburgh, PA, USA. Lien externe
Francoeur, J., Roberge, A., Lorre, P., Monet, F., Wright, C., Kadoury, S., & Kashyap, R. (juillet 2022). Real-time 3D shape sensing with a random Fiber Bragg grating triplet [Communication écrite]. Optical Sensors and Sensing Congress 2022 (AIS, LACSEA, Sensors, ES), Vancouver, British Columbia. Lien externe
Gallaba, K., Lamothe, M., & McIntosh, S. (mai 2022). Lessons from eight years of operational data from a continuous integration service: An exploratory case study of CircleCI [Communication écrite]. IEEE/ACM 44th International Conference on Software Engineering (ICSE 2022), Pittsburgh, PA, USA. Lien externe
Girgis, R., Golemo, F., Codevilla, F., Weiss, M., D'Souza, J. A., Kahou, S. E., Heide, F., & Pal, C. J. (avril 2022). Latent variable sequential set transformers for joint multi-agent motion prediction [Communication écrite]. 10th International Conference on Learning Representations (ICLR 2022). Lien externe
Hajlaoui, R., Bilodeau, G.-A., & Rockemann, J. (août 2022). MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR Workshop 2022), Montreal, Qc, Canada. Lien externe
Halabi, T., Bellaïche, M., & Fung, B. C. M. (novembre 2022). Towards Adaptive Cybersecurity for Green IoT [Communication écrite]. IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS 2022), Bali, Indonesia. Lien externe
Hassan, S., Li, H., & Hassan, A. E. (mars 2022). On the importance of performing app analysis within peer groups [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022), Honolulu, HI, USA. Lien externe
Hellman, J., Chen, J., Uddin, M. S., Cheng, J., & Guo, J. L. C. (mai 2022). Characterizing user behaviors in open-source software user forums: An empirical study [Communication écrite]. 15th ACM/IEEE International Conference on Cooperative and Human Aspects of Software Engineering (CHASE 2022), Pittsburgh, PA, USA. Lien externe
Hirigoyen, R., Zouaq, A., & Reyd, S. (novembre 2022). A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation [Communication écrite]. 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, (AACL-IJCNLP 2022) (11 pages). Non disponible
Houngbadji, T. (septembre 2022). An Imputation Reinforcement Learning Agent For Power Transformers Load Study [Communication écrite]. IEEE International Conference on Power Systems Technology (POWERCON 2022), Kuala Lumpur, Malaysia (6 pages). Lien externe
Humeniuk, D., Antoniol, G., & Khomh, F. (mai 2022). ***AmbieGen tool at the SBST 2022 Tool Competition [Communication écrite]. 15th Search-Based Software Testing Workshop (SBST 2022). Lien externe
Hussain, A., Hosseinimanesh, G., Naeimabadi, S., Al kayed, N., & Alam, R. (septembre 2021). WearMask in COVID-19: Identification of Wearing Facemask Based on Using CNN Model and Pre-trained CNN Models [Communication écrite]. SAI Intelligent Systems Conference (IntelliSys 2021), Berlin, Germany. Lien externe
Ikama, A., Du, V., Belias, P., Muse, B. A., Khomh, F., & Hamdaqa, M. (octobre 2022). Revisiting the Impact of Anti-patterns on Fault-Proneness: A Differentiated Replication [Communication écrite]. 22nd IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM 2022), Limassol, Cyprus. Lien externe
Italis, O., Pierre, S., & Quintero, A. (septembre 2022). Blockchain and Mobile Payment: Assessment on Privacy and Usability and a Scheme for Enhancement [Communication écrite]. 4th International Conference on Blockchain Computing and Applications (BCCA 2022), San Antonio, TX, USA. Lien externe
Katsikas, S. K., Lambrinoudakis, C., Boulahia Cuppens, N., Mylopoulos, J., Kalloniatis, C., Meng, W., Furnell, S., Pallas, F., Pohle, J., Sasse, M. A., Abie, H., Ranise, S., Verderame, L., Cambiaso, E., Vidal, J. M., & Sotelo Monge, M. A. (octobre 2022). Computer security [Communication écrite]. International Workshops on Computer Security (CyberICPS, SECPRE, ADIoT, SPOSE, CPS4CIP and CDT&SECOMANE), Darmstadt, Germany. Lien externe
Kazemi, F., Lamothe, M., & McIntosh, S. (octobre 2022). Exploring the Notion of Risk in Code Reviewer Recommendation [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2022), Limassol, Cyprus. Lien externe
Khaled, K., Nicolescu, G., & Göhring de Magalhães, F. (août 2022). Careful what you wish for: On the extraction of adversarially trained models [Communication écrite]. 19th Annual International Conference on Privacy, Security and Trust (PST 2022), Fredericton, NB, Canada (10 pages). Lien externe
Khomh, F. (novembre 2022). Data quality and model under-specification issues (keynote) [Communication écrite]. 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022), Singapore (2 pages). Lien externe
Labrèche, F., Mariconti, E., & Stringhini, G. (août 2022). Shedding light on the targeted victim profiles of malicious downloaders [Communication écrite]. 17th International Conference on Availability, Reliability and Security (ARES 2022), Vienna, Austria (10 pages). Lien externe
Lafleur, D., Anbil Parthipan, S. C., & Pesant, G. (juillet 2022). Combining reinforcement learning and constraint programming for sequence-generation tasks with hard constraints [Communication écrite]. 28th International Conference on Principles and Practice of Constraint Programming (CP 2022), Haifa, Israel. Lien externe
Lamghari, S., Bilodeau, G.-A., & Saunier, N. (juin 2022). ActAr : Actor-driven pose embeddings for video action recognition [Communication écrite]. IEEE/CVF Computer Vision and Pattern Recognition Workshops (CVPRW 2022), New Orleans, Louisiana. Lien externe
Lazli, L. (novembre 2021). Machine Learning Classifiers Based on Dimensionality Reduction Techniques for the Early Diagnosis of Alzheimer's Disease Using Magnetic Resonance Imaging and Positron Emission Tomography Brain Data [Communication écrite]. 17th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB 2021). Lien externe
Lessard, O., Guibault, F., Keren, J., & Cheriet, F. (mars 2022). Dental Restoration using a Multi-Resolution Deep Learning Approach [Communication écrite]. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI 2022), Kolkata, India (4 pages). Lien externe
Madsen, A., Meade, N., Adlakha, V., & Reddy, S. (décembre 2022). Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining [Communication écrite]. Findings of the Association for Computational Linguistics (EMNLP 2022), Abu Dhabi, United Arab Emirates. Lien externe
Majidi, F., Openja, M., Khomh, F., & Li, H. (octobre 2022). An Empirical Study on the Usage of Automated Machine Learning Tools [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2022), Limassol, Cyprus. Lien externe
Marhaba, M., Merlo, E., Khomh, F., & Antoniol, G. (mai 2022). Identification of out-of-distribution cases of CNN using class-based surprise adequacy [Communication écrite]. IEEE/ACM 1st International Conference on AI Engineering - Software Engineering for AI (CAIN 2022), Pittsburgh, PA, USA. Lien externe
Mashreghi-Moghadam, P., Ould-Bachir, T., & Savaria, Y. (mai 2022). A Templated VHDL Architecture for Terabit/s P4-programmable FPGA-based Packet Parsing [Communication écrite]. IEEE International Symposium on Circuits and Systems (ISCAS 2022), Austin, TX, USA. Lien externe
Masoom, A., Ould-Bachir, T., Mahseredjian, J., & Guironnet, A. (juin 2022). Acceleration of electromagnetic transient simulations in modelica using spatial data locality [Communication écrite]. 22nd Power Systems Computation Conference (PSCC 2022), Porto, Portugal (8 pages). Publié dans Electric Power Systems Research, 211. Lien externe
Meddah, K., Chalangar, H., & Ould-Bachir, T. (octobre 2022). Real-Time Simulation of a Fast Charger Using a Low-Cost FPGA Platform [Communication écrite]. 48th Annual Conference of the IEEE Industrial Electronics Society (IECON 2022), Brussels, Belgium (6 pages). Lien externe
Meddah, K., Robert, T., Rutovic, E., Montheard, R., & Ould-Bachir, T. Real-Time Simulation of a Neutral Point Clamped Dual Active Bridge Converter [Communication écrite]. 1st IEEE Industrial Electronics Society Annual On-Line Conference (ONCON 2022), Kharagpur, India (5 pages). Lien externe
Merlo, E., Margier, M., Jourdan, G.-V., & Onut, I.-V. (mars 2022). Phishing kits source code similarity distribution: A case study [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022), Honolulu, HI, USA. Lien externe
Merlo, E., Pinciroli, C., Panerati, J., Famelis, M., & Beltrame, G. (mai 2022). Automated extraction and checking of property models from source code for robot swarms [Communication écrite]. 4th IEEE/ACM International Workshop on Robotics Software Engineering (RoSE 2022), Pittsburgh, PA, USA. Lien externe
Merzouk, M. A., Delas, J., Neal, C., Cuppens, F., Boulahia Cuppens, N., & Yaich, R. (août 2022). Evading deep reinforcement learning-based network intrusion detection with adversarial attacks [Communication écrite]. 17th International Conference on Availability, Reliability and Security (ARES 2022), Vienna, Austria (6 pages). Lien externe
Mohajeri, B., & Cheng, J. (octobre 2022). "Inconsistent Performance": Understanding Concerns of Real-World Users on Smart Mobile Health Applications Through Analyzing App Reviews [Communication écrite]. 35th Annual ACM Symposium on User Interface Software and Technology (UIST 2022), Bend, OR, United States (4 pages). Lien externe
Mozaffari, M. A., Zhang, X., Cheng, J., & Guo, J. L. C. (avril 2022). GANSpiration: Balancing Targeted and Serendipitous Inspiration in User Interface Design with Style-Based Generative Adversarial Network [Communication écrite]. 2022 CHI Conference on Human Factors in Computing Systems (CHI 2022), New Orleans, LA, USA (15 pages). Lien externe
Muse, B. A., Khomh, F., & Antoniol, G. (mars 2022). Do developers refactor data access code? An empirical study [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022), Honolulu, HI, USA. Lien externe
Nahon, R., Bilodeau, G.-A., & Pesant, G. (mai 2022). Improving tracking with a tracklet associator [Communication écrite]. 19th Conference on Robots and Vision (CRV 2022), Toronto, ON, Canada. Lien externe
Nguyen, D. M. D., Miah, M., Bilodeau, G.-A., & Bouachir, W. (août 2022). Transformers for 1D signals in Parkinson's disease detection from gait [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR 2022), Montreal, Qc, Canada. Lien externe
Nour, B., & Cherkaoui, S. (mai 2022). Unsupervised data splitting scheme for federated edge learning in IoT networks [Communication écrite]. IEEE International Conference on Communications (ICC 2022), Seoul, Republic of Korea (6 pages). Lien externe
Olewicki, D., Nayrolles, M., & Adams, B. (mai 2022). Towards language-independent brown build detection [Communication écrite]. IEEE/ACM 44th International Conference on Software Engineering (ICSE 2022), Pittsburgh, PA, USA. Lien externe
Openja, M., Majidi, F., Khomh, F., Chembakottu, B., & Li, H. (juin 2022). Studying the Practices of Deploying Machine Learning Projects on Docker [Communication écrite]. 26th ACM International Conference on Evaluation and Assessment in Software Engineering (EASE 2022), Gothenburg, Sweden. Lien externe
Openja, M., Nikanjam, A., Yahmed, A. H., Khomh, F., & Jiang, Z. M. J. (octobre 2022). An Empirical Study of Challenges in Converting Deep Learning Models [Communication écrite]. 39th IEEE International Conference on Software Maintenance and Evolution (ICSME 2022), Limassol, Cyprus. Lien externe
Paas, A., Coffey, E. B. J., Beltrame, G., & St-Onge, D. (août 2022). Towards evaluating the impact of swarm robotic control strategy on operators' cognitive load [Communication écrite]. 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN 2022), Napoli, Italy. Lien externe
Panerati, J., Ramtoula, B., St-Onge, D., Cao, Y., Kaufmann, M., Cowley, A., Sabattini, L., & Beltrame, G. (juin 2021). On the Communication Requirements of Decentralized Connectivity Control: A Field Experiment [Communication écrite]. 15th International Symposium on Distributed Autonomous Robotic Systems (DARS 2021) & 4th International Symposium on Swarm Behavior and Bio-Inspired Robotics (SWARM 2021), Kyoto, Japan. Lien externe
Parrot, R., Boucheneb, H., Briday, M., & Roux, O. H. (septembre 2022). Expressiveness and analysis of Delayable Timed Petri Net [Communication écrite]. 16th IFAC Workshop on Discrete Event Systems (WODES 2022), Prague, Czech Republic. Publié dans IFAC PapersOnLine, 55(28). Lien externe
Peng, W., Zhang, Y., & Desmarais, M. C. (janvier 2022). Deep Neural Network for Airfoil Optimization [Communication écrite]. AIAA Science and Technology Forum and Exposition (AIAA SciTech Forum 2022), San Diego, CA, USA. Lien externe
Pesant, G., & Burlats, A. (septembre 2022). MiniCPBP : a constraint solver propagating beliefs [Communication écrite]. XCSP3 Competition 2022, France. Lien externe
Pesant, G., Quimper, C.-G., & Verhaeghe, H. (juin 2022). Practically uniform solution sampling in constraint programming [Communication écrite]. 19th International Conference on Integration of Constraint Programming, Artificial Intelligence and Operations Research (CPAIOR 2022), Los Angeles, CA, USA. Lien externe
Posso, J., Bois, G., & Savaria, Y. (mai 2022). Mobile-URSONet: an Embeddable Neural Network for Onboard Spacecraft Pose Estimation [Communication écrite]. IEEE International Symposium on Circuits and Systems (ISCAS 2022), Austin, TX, USA. Lien externe
Rahman, M. S., Khomh, F., Rivera, E., Guéhéneuc, Y.-G., & Lehnert, B. (mai 2022). Challenges in machine learning application development : an industrial experience report [Communication écrite]. IEEE/ACM 1st International Workshop on Software Engineering for Responsible Artificial Intelligence (SE4RAI 2022), Pittsburgh, PA, USA. Lien externe
Ramkisoen, P. K., Businge, J., Van Bladel, B., Decan, A., Demeyer, S., De Roover, C., & Khomh, F. (novembre 2022). PaReco: patched clones and missed patches among the divergent variants of a software family [Communication écrite]. 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2022), Singapore, Singapore. Lien externe
Rasolroveicy, M., & Fokaefs, M.-E. (septembre 2022). Performance and Cost Evaluation of Public Blockchain: An NFT Marketplace Case Study [Communication écrite]. 4th Conference on Blockchain Research and Applications for Innovative Networks and Services (BRAINS 2022), Paris, France. Lien externe
Rodrigues, I. M., Aloise, D., & Fernandes, E. R. (mai 2022). FaST: A linear time stack trace alignment heuristic for crash report deduplication [Communication écrite]. Mining Software Repositories Conference (MSR 2022), Pittsburgh, PA, USA. Lien externe
Roy, J., Girgis, R., Romoff, J., Bacon, P.-L., & Pal, C. J. (juillet 2022). Direct Behavior Specification via Constrained Reinforcement Learning [Communication écrite]. 39th International Conference on Machine Learning (ICML 2022), Baltimore, MD, USA. Lien externe
Roy, S., Laberge, G., Roy, B., Khomh, F., Nikanjam, A., & Mondal, S. (octobre 2022). Why Don't XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2022), Limassol, Cyprus. Lien externe
Saber, R., Henault, D., Vorontsov, E., Montagnon, E., Tang, A., Turcotte, S., & Kadoury, S. (février 2022). Prediction of CD3 T-cell infiltration status in colorectal liver metastases: a radiomics-based imaging biomarker [Communication écrite]. Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, CA, USA (7 pages). Lien externe
Sepasgozar, S. S., & Pierre, S. (octobre 2022). A Comparative Study of Artificial Intelligence Algorithms for Network Traffic Prediction in VANET [Communication écrite]. 18th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2022), Thessaloniki, Greece. Lien externe
Torres Aurora Dugo, A., Lefoul, J.-B., Gohring de Magalhaes, F., Nicolescu, G., & Harnois, S. (juin 2022). Certifiable memory management system for safety critical partitioned system [Communication écrite]. 11th European Congress Embedded Real Time Systems (ERTS 2022), Toulouse, France (12 pages). Lien externe
Traore, M., Langlois, J. M. P., & David, J. P. (juin 2022). ASIP accelerator for LUT-based neural networks inference [Communication écrite]. 20th IEEE Interregional NEWCAS Conference (NEWCAS 2022), Quebec City, Qc, Canada. Lien externe
Triwinarko, A., Cherkaoui, S., & Dayoub, I. (novembre 2022). Performance of PHY/MAC Cross-Layer Design for Next-Generation V2X Applications [Communication écrite]. IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS 2022), Bali, Indonesia. Lien externe
Triwinarko, A., Cherkaoui, S., & Dayoub, I. (mai 2022). Performance of radio access technologies for next generation V2VRU networks [Communication écrite]. IEEE International Conference on Communications (ICC 2022), Seoul, Republic of Korea (6 pages). Lien externe
Ung, K., Nemer, O., Krishna, A., Chioua, M., & Doyon-Poulin, P. (octobre 2022). PER4Mance Prototyping environment for research on human-machine interactions for alarm floods management: the case study of a chemical plant process control [Communication écrite]. 66th International Annual Meeting of the Human Factors and Ergonomics Society, Washington, DC. Publié dans Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 66(1). Disponible
Vardharajan, V. S., Soma, K., & Beltrame, G. (juin 2021). Collective Transport viaSequential Caging [Communication écrite]. 15th International Symposium on Distributed Autonomous Robotic Systems, DARS 2021 and 4th International Symposium on Swarm Behavior and Bio-Inspired Robotics (SWARM 2021). Lien externe
Vielfaure, D., Arseneault, S., Lajoie, P.-Y., & Beltrame, G. (mai 2022). Dora: Distributed online risk-aware explorer [Communication écrite]. International Conference on Robotics and Automation (ICRA), Philadelphia, PA, USA. Lien externe
Voleti, V., Oreshkin, B., Bocquelet, F., Harvey, F., Menard, L.-S., & Pal, C. J. (décembre 2022). SMPL-IK: Learned Morphology-Aware Inverse Kinematics for AI Driven Artistic Workflows [Communication écrite]. SIGGRAPH Asia 2022 Technical Communications, Daegu, Korea, Republic of (7 pages). Lien externe
Wan, Y., Rahimi-Kalahroudi, A., Rajendran, J., Momennejad, I., Anbil Parthipan, S. C., & van Seijen, H. (juillet 2022). Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods [Communication écrite]. 39th International Conference on Machine Learning (ICML 2022), Baltimore, MD. Lien externe
Wen, R., Lamothe, M., & McIntosh, S. (mai 2022). How does code reviewing feedback evolve?: A longitudinal study at Dell EMC [Communication écrite]. IEEE/ACM 44th International Conference on Software Engineering: Software Engineering in Practice (ICSE 2022), Pittsburgh, PA, USA. Lien externe
Yang, N., Ferreira, I., Serebrenik, A., & Adams, B. (mai 2022). Why do projects join the Apache Software Foundation? [Communication écrite]. IEEE/ACM 44th International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS 2022), Pittsburgh, PA, USA. Lien externe
Ye, X., & Bilodeau, G.-A. (août 2022). VPTR: Efficient Transformers for Video Prediction [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR 2022), Montreal, Qc, Canada. Lien externe
Zampetti, F., Belias, F., Zid, C., Antoniol, G., & Penta, M. D. (octobre 2022). An Empirical Study on the Fault-Inducing Effect of Functional Constructs in Python [Communication écrite]. IEEE International Conference on Software Maintenance and Evolution (ICSME 2022), Limassol, Cyprus. Lien externe
Alsheghri, A., Ghadiri, F., Zhang, Y., Lessard, O., Keren, J., Cheriet, F., & Guibault, F. (février 2022). Semi-supervised segmentation of tooth from 3D scanned dental arches [Affiche]. SPIE Medical Imaging 2022 : Image processing, San Diego, California, USA (6 pages). Lien externe
Beckham, C., Laradji, I., Rodriguez, P., Vazquez, D., Nowrouzezahrai, D., & Pal, C. J. (août 2022). Overcoming challenges in leverage GANS for few-shots data augmentation [Affiche]. 1st Conference on Lifelong Learning Agents (CoLLAs 2022), Montreal, QC, Canada. Lien externe
McRae, P.-A., Parthasarathi, P., Assran, M., & Anbil Parthipan, S. C. (avril 2022). Memory augmented optimizers for deep learning [Affiche]. 10th International Conference on Learning Representations (ICLR 2022). Lien externe
Tesfaldet, M., Nowrouzezahrai, D., & Pal, C. J. (novembre 2022). Attention-based Neural Cellular Automata [Affiche]. 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA. Lien externe
Weiss, M., Rahaman, N., Locatello, F., Pal, C. J., Bengio, Y., Scholkopf, B., Ballas, N., & Li, L. E. (novembre 2022). Neural Attentive Circuits [Affiche]. 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA. Lien externe
Voleti, V., Jolicoeur-Martineau, A., & Pal, C. J. (novembre 2022). MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation [Présentation]. Dans 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA. Lien externe
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Aber Aouni, A. (2022). Utilisation d'un espace latent pour une déduplication de bogues rapide [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Asmar, M. (2022). A Computer Vision-Based Automatic Transcription of Guitar Music from RGBD Videos [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Aurora, V. (2022). Classification non supervisée de cyberattaques par inspection de paquets [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Badawy, Y. (2022). Weakly Supervised Anomaly Detection Pipeline for Histology Images of Placental Villi [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Bourque Bédard, C. (2022). Message Flow Analysis for Distributed Real-Time Control Systems [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Burlats, A. (2022). Optimisation de la recherche combinatoire d'un solveur mêlant programmation par contrainte et belief propagation [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Chaillard, D. (2022). Combinaison de la programmation par contraintes et de l'apprentissage par renforcement profond pour résoudre les tâches de planification IA classique [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Charpentier, A. (2022). Optimisation de la sélection de techniques déceptives pour la sécurité et la cyber-résilience [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Cherni, G. (2022). Apprentissage profond multimodal pour l'estimation de pose d'humains alités [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Courtade, E. (2022). Importance des variables et régressions statistiques imitant l'heuristique de branchement fort dans un problème de rotation d'équipages [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Dah-Achinanon, U. (2022). A Runtime Environment for Micro and Macro UAV Swarms [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Desclaux, O. (2022). Protocole pour la création d'une base de données multimodale d'estimation de pose 3D d'enfants en salle de soins intensifs [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Dourid, I. (2022). Caractérisation et modélisation d'un réacteur de pyrolyse micro-ondes en vue de son contrôle en temps-réel [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Duplessis-Guindon, P. (2022). Méthodes d'apprentissage profond pour l'estimation de disparités d'une paire d'images multispectrale [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
El Aoun, M. R. (2022). Empirical Studies of Quantum Programming Issues [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Favreau, C.-O. (2022). Learning to Rank with BERT for Argument Quality [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Hirigoyen, R. (2022). Génération automatique de requêtes SPARQL à partir de questions en langue naturelle [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Lafleur, D. (2022). Combining Reinforcement Learning and Constraint Programming for Sequence-Generation Tasks with Hard Constraints [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Larocque, R. (2022). Estimation des coûts de constructions de routes en utilisant l'apprentissage automatique explicable [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Lessard, O. (2022). Génération de maillage surfacique de dents par apprentissage profond [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Manibod, V. (2022). Ajout de structure aux modèles génératifs de séquences avec la programmation par contraintes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Marhaba, M. (2022). Analysis of CNN Computational Profile Likelihood on Adversarial Attacks and Affine Transformations [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Mozaffari, M. A. (2022). Investigating User Interface Design Generation Techniques for Designer Inspiration [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Nazemi Gelian, M. (2022). A Design Approach for Efficient Inter-Camera Vehicle Tracking [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Ossim Belias, F. P. (2022). Python Functional Programming: Study of List Comprehensions and Lambda Functions Performance and Change-Proneness Risk [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Pereira, P. (2022). Imitation du branchement fort pour les problèmes de rotations d'équipage [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Piché, D. (2022). Génération de base de connaissance à partir de données hétérogènes dans le monde culturel [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Richer St-Onge, P. (2022). Architecture pour la recherche exacte dans le plan des données d'un processeur réseau implémenté sur FPGA [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Rousselot, A. (2022). Banc de test et protocole d'authentification pour le système d'identification automatique maritime [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Sanou, A. K. L. (2022). Modèle IoT de gestion du feu en temps réel dans les villes intelligentes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Sattaridaghian, F. (2022). Wearable Internet of Medical Things (IoMT) 5G Secure Remote Monitoring System Model in Smart Cities [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Tran, Q.-H. (2022). Architecture pour les analyses distribuées et parallèles de traces logicielles [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Traore, M. (2022). Look-Up Table Based Neural Networks For Fast Inference [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Vidal, F. (2022). Un cockpit d'avion collaboratif en réalité virtuelle pour les évaluations de facteurs humains [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Vielfaure, D. (2022). Risk-Aware Swarm Exploration [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Wang, D. (2022). Transformers with Convolutional Methods for Person Re-Identification [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Yang, Z. (2022). Sélection des points de vue pour des données vectorielles en utilisant des techniques du réseau de neurones [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Yousefifeshki, F. (2022). Studying the Practices and Challenges of Developing Hardware Description Language Programs [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Alfalqi, K. (2022). Mapping Approach of Emergency Events and Locations Based on Social Networks and Machine Learning [Thèse de doctorat, Polytechnique Montréal]. Disponible
Alghamdi, R. (2022). Intrusion Detection System for Internet of Things with Deep Learning [Thèse de doctorat, Polytechnique Montréal]. Disponible
Bahra, N. (2022). Mobility Prediction in Self-Organizing Cellular Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible
Ben Braiek, H. (2022). Debugging and Testing Deep Learning Software Systems [Thèse de doctorat, Polytechnique Montréal]. Disponible
Fournier, Q. (2022). Machine Learning for Anomaly Detection in Kernel Traces [Thèse de doctorat, Polytechnique Montréal]. Disponible
Kohyarnejadfard, I. (2022). System Performance Anomaly Detection using Tracing Data Analysis [Thèse de doctorat, Polytechnique Montréal]. Disponible
Luinaud, T. (2022). Optimisation de la compilation de déparseurs pour processeurs réseau implémentés sur FPGA [Thèse de doctorat, Polytechnique Montréal]. Disponible
Maharaj, T. (2022). Generalizing in the Real World with Representation Learning [Thèse de doctorat, Polytechnique Montréal]. Disponible
Muller Rodrigues, I. (2022). Algorithms and Learning Models for Bug Report Deduplication [Thèse de doctorat, Polytechnique Montréal]. Disponible
Muse, B. A. (2022). Data-Access Technical Debt: Specification, Refactoring, and Impact Analysis [Thèse de doctorat, Polytechnique Montréal]. Disponible
Rasolroveicy, M. (2022). Toward More Performant and Efficient Decentralized Applications on Blockchain Technologies [Thèse de doctorat, Polytechnique Montréal]. Disponible
Shaker Sepasgozar, S. (2022). Network Traffic Prediction Based on Artificial Intelligence in Vehicular Ad-Hoc Networks [Thèse de doctorat, Polytechnique Montréal]. Disponible
Tran, D. H. (2022). Deep Learning Model Generalization for Microscopy Image Analysis [Thèse de doctorat, Polytechnique Montréal]. Disponible
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Varadharajan, V. S. (2022). Communication, Coordination and Organization of Practical Robot Swarms [Thèse de doctorat, Polytechnique Montréal]. Disponible
Vieira Ferreira, I. (2022). Towards Pragmatic Incivility Management in Software Engineering [Thèse de doctorat, Polytechnique Montréal]. Disponible
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Font, L., Gagnon, M., Leduc, N., & Richard, P. (2022). Intelligence in QED-Tutrix: Balancing the Interactions Between the Natural Intelligence of the User and the Artificial Intelligence of the Tutor Software. Dans Richard, P. R., Pilar Vélez, M., & Van Vaerenbergh, S. (édit.), Mathematics Education in the Age of Artificial Intelligence : How Artificial Intelligence can Serve Mathematical Human Learning (Vol. 17, p. 45-76). Lien externe
Morris, C. (2022). Graph Neural Networks: Graph Classification. Dans Graph Neural Networks: Foundations, Frontiers, and Applications (p. 179-193). Lien externe
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