L'affiliation est "Génie des systèmes"

Dolz, José et Ben Ayed, Ismail et Desrosiers, Christian, éds. 2026. « Less-supervised segmentation with CNNs: Scenarios, models and optimization ». Elsevier. 330 p.

Andrianantara, R. P., Ghazi, G. et Botez, R. M.. 2026. « Nonlinear adaptive longitudinal controller and flight qualities validation for a business aircraft ». Aeronautical Journal.
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Arrieta, Manuel de Jesus Gurrola et Botez, Ruxandra M.. 2026. « Cycle model matching of a regional aircraft engine using high-fidelity flight simulator data ». Proceedings of the Institution of Mechanical Engineers Part G-Journal of Aerospace Engineering, vol. 240, nº 4. pp. 657-674.

Aslam, Muhammad Haseeb, Martinez, Clara, Pedersoli, Marco, Lameiras Koerich, Alessandro, Etemad, Ali et Granger, Eric. 2026. « Learning from stochastic teacher representations using student-guided knowledge distillation ». In Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2025, Proceedings, Part VI (Porto, Portugal, Sept. 15-19, 2025) Coll. « Lecture Notes in Computer Science », vol. 16018. pp. 235-253. Springer.

Bahram, Yara, Shateri, MohammadHadi et Granger, Eric. 2026. « DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models ». Affiche présentée lors de la conférence : AAAI 2026 Main Conference (Singapore, Jan. 20-27, 2026).

Baklouti, Ghassen, Silva-Rodríguez, Julio, Dolz, Jose, Bahig, Houda et Ben Ayed, Ismail. 2026. « Regularized low-rank adaptation for few-shot organ segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 517-527. Springer.
Compte des citations dans Scopus : 1.

Beauséjour, Marie-Hélène, Wagnac, Éric et Petit, Yvan. 17 janvier 2026. « Une nouvelle technologie pour mieux évaluer les blessures de la moelle épinière chez les femmes et les personnes âgées ». The Conversation.

Behbahanipour, Morteza, Zarei, Seyed Fariborz et Shateri, Mohammadhadi. 2026. « An AI-based technique for fault location in inverter-based active distribution networks ». IET Generation, Transmission & Distribution, vol. 20, nº 1.

Beizaee, Farzad, Hajimiri, Sina, Ben Ayed, Ismail, Lodygensky, Gregory, Desrosiers, Christian et Dolz, Jose. 2026. « Reflect: Rectified flows for efficient brain anomaly correction transport ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part IV (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15963. pp. 456-466. Springer.

Boukherroub, Tasseda, Veillette, Félix, Audy, Jean-François, Fondrevelle, Julien et Arbaoui, Taha. 2026. « Decision-making approaches for deconstruction operations optimization: A literature review ». In Data-Driven Waste Revolution. pp. 3-22. Singapore : Springer Nature Singapore.

Carretier, Nathan, Beurienne, Erwan, Beauséjour, Marie-Hélène, Gros, Lucas, Bruna-Rosso, Claire, Dorsemaine, Marine, Behr, Michel, Bailly, Nicolas et Clément, Julien. 2026. « Validation of a markerless multi-camera pipeline for bouldering fall kinematics ». Sensors, vol. 26, nº 2.

Darghouthi, Mohamed, Hamrouni, Aymen, Ghazzai, Hakim et Sboui, Lokman. 2026. « Deep generative models for node embedding and neighborhood prediction in dynamic graphs of recommendation systems ». IEEE Canadian Journal of Electrical and Computer Engineering, vol. 49, nº 1. pp. 105-117.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « A unified view of learning from both labeled and unlabeled data ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 17-37. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Alternative learning scenarios ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 97-113. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « General introduction ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 1-13. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Semi-supervised learning ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 39-71. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Weakly supervised segmentation ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 73-96. Elsevier.

Dupoiron, Guillaume, Michaud, François et Roberge, Jean-Philippe. 2026. « Adaptive vision-based cleaning of industrial workstations using a collaborative mobile manipulator arm ». International Journal of Advanced Robotic Systems, vol. 23, nº 1.

Feng, Yuwei, Yang, Bin, Huang, Yunshi, Wang, Jihui et Causse, Philippe. 2026. « FlowCastNet: A CNN-based surrogate model for the rapid prediction of flow filling patterns in VARTM processes ». Composites Part A: Applied science and manufacturing, vol. 204.

Hassanijajini, Hamidreza et Gardoni, Mickael. 2026. « A systemic integrated approach to achieve optimal choice regarding end users’ needs by combining archi-TRIZ and QFD for building design process ». In Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry: 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers, Part II (Seville, Spain, July 06-09, 2025) Coll. « IFIP Advances in Information and Communication Technology », vol. 773. pp. 3-13. Springer.

Hosseini, Seyed Mohammad, Ghazi, Georges et Botez, Ruxandra Mihaela. 2026. « New fuzzy-RNN autopilot system for the Cessna Citation X aircraft with a fuzzy transition algorithm ». Aeronautical Journal.
(Sous presse)

Khoshkbari, Hesam, Kaddoum, Georges, Abbasi, Omid, Selim, Bassant et Yanikomeroglu, Halim. 2026. « Beamforming for massive MIMO aerial communications: A robust and scalable DRL approach ». IEEE Transactions on Communications, vol. 74. pp. 261-275.

Kouassi, Olivier et Gardoni, Mickael. 2026. « Comparison and proposal for the integration of ASIT and C-K: Case study on the management of empty material in a postal organization ». In Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry: 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers, Part II (Seville, Spain, July 06-09, 2025) Coll. « IFIP Advances in Information and Communication Technology », vol. 773. pp. 259-270. Springer.

Koulougli, Dahina, Nguyen, Kim Khoa et Cheriet, Mohamed. 2026. « Cooperative cost game for multiple mobile network operators fronthaul design ». IEEE Transactions on Network Science and Engineering, vol. 13. pp. 5799-5816.

Ktari, Aymen, Ghazzai, Hakim, Rouissi, Fatma, Sboui, Lokman et Setti, Gianluca. 2026. « Dynamic data routing for non-ISL LEO satellite-based NT-IoT communications ». IEEE Wireless Communications Letters, vol. 15. pp. 760-764.

Léger, Anne, Bellemare, Jocelyn et Lapalme, James. 2026. « Conceptualizing social and environmental responsibility and its challenges in small and micro fashion and apparel enterprises ». Sustainability, vol. 18, nº 2.

Mahmoudi, Ali, Afshari, Hamid, Sarhadi, Hassan et Jabbarzadeh, Armin. 2026. « From waste to profit: An environmental, social, and governance (ESG) framework for integrating recycled plastic into sustainable concrete production ». Transportation Research Part E: Logistics and Transportation Review, vol. 209.

Mehregan, Negar, Bozkurt, Berk, Granger, Eric, Hajikhani, Mohammadjavad et Shateri, MohammadHadi. 2026. « MTLoc: A confidence-based source-free domain adaptation approach for indoor localization ». IEEE Sensors Journal, vol. 26, nº 2. pp. 2524-2534.

Moissenet, Florent, Michaud, Benjamin, Puchaud, Pierre, Hagemeister, Nicola, Begon, Mickaël et Holzer, Nicolas. 2026. « Average rotation matrices for converting scapula- and glenoid-based coordinate systems to ISB recommendations ». Journal of Biomechanics, vol. 199.

Muñoz-Villamizar, Andres, Montoya-Torres, Jairo, Mejía-Argueta, Christopher, Queirolo, Julian et Hernandez, Daniel. 2026. « Analyzing freight truck arrival scheduling and operations for an international beverage company’s warehouse ». In Innovative Intelligent Industrial Production and Logistics: 6th IFAC/INSTICC International Conference, IN4PL 2025, Proceedings, Part II (Marbella, Spain, Oct. 23-24, 2025) Coll. « Communications in Computer and Information Science », vol. 2826. pp. 169-182. Springer.

Nejad, Elias Erwann Zohreh, Wang, Han, Ghazi, Georges et Botez, Ruxandra Mihaela. 2026. « Nonlinear modeling of the longitudinal ground motion of the Cessna Citation X ». Journal of Aircraft.
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Peng, Jizong, Pedersoli, Marco et Desrosiers, Christian. 2026. « Boosting semi-supervised image segmentation with global and local mutual information regularization ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 147-175. Elsevier.

Rampon, Ilies, Tardif, Pierre-Olivier, Myrand-Lapierre, Vincent, Ghazi, Georges et Botez, Ruxandra. 2026. « Assessing aircraft trim conditions for anomaly detection in flight test data ». In AIAA SCITECH 2026 Forum (Orlando, FL, USA, Jan. 12-16, 2026) Coll. « AIAA Paper », vol. AIAA 2026-0530. American Institute of Aeronautics and Astronautics.

Rolland, Evan, Krim, Yasser, Joubair, Ahmed, Bonev, Ilian A., Jones, Evan, Zhang, Pengpeng, Sun, Cheng et Zhao, Nanzhu. 2026. « Novel calibration method for robotic bottom-up vat polymerization additive manufacturing systems ». Robotics and Computer-Integrated Manufacturing, vol. 97.

Sardooeinasab, Sepehr, de Zambotti, Massimiliano, Baker, Fiona C. et Forouzanfar, Mohamad. 2026. « Optimizing auditory stimulation timing in NREM sleep using brain–heart rhythms: Continuous phase analysis and multidimensional phase-locking ». Sleep.
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Seyedi, Seyednavid et Gardoni, Mickaël. 2026. « Innovative solutions for enhanced driving safety: A TRIZ-based approach to reducing visibility issues and driver distraction ». In Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry: 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers, Part I (Seville, Spain, July 06-09, 2025) Coll. « IFIP Advances in Information and Communication Technology », vol. 772. pp. 222-231. Springer.

Shakeri, Fereshteh, Baklouti, Ghassen, Silva-Rodríguez, Julio, Zanella, Maxime, Bahig, Houda, Dolz, Jose et Ben Ayed, Ismail. 2026. « Test-time adaptation of medical vision-language models ». In Foundation Models for General Medical AI: Third International Workshop, MedAGI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 27, 2025) Coll. « Lecture Notes in Computer Science », vol. 16112. pp. 181-191. Springer.

Silva-Rodríguez, Julio, Ben Ayed, Ismail et Dolz, Jose. 2026. « Trustworthy few-shot transfer of medical VLMs through split conformal prediction ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 658-668. Springer.

Silva-Rodríguez, Julio, Dolz, José et Ben Ayed, Ismail. 2026. « A reality check of vision-language pre-training in radiology: Have we progressed using text? ». In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025) Coll. « Lecture Notes in Computer Science », vol. 15830. pp. 294-309. Springer.

Silva-Rodríguez, Julio, Fillioux, Leo, Cournède, Paul-Henry, Vakalopoulou, Maria, Christodoulidis, Stergios, Ben Ayed, Ismail et Dolz, José. 2026. « Full conformal adaptation of medical vision-language models ». In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025) Coll. « Lecture Notes in Computer Science », vol. 15830. pp. 278-293. Springer.

Silva-Rodríguez, Julio, Shakeri, Fereshteh, Bahig, Houda, Dolz, Jose et Ben Ayed, Ismail. 2026. « Few-shot, now for real: Medical VLMs adaptation without balanced sets or validation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 237-247. Springer.

Silva-Rodriguez, Julio-Jose, Dolz, Jose et Ben Ayed, Ismail. 2026. « Transductive few-shot adapters for medical image segmentation ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 295-309. Elsevier.

Tadja, Didérot, Lehyani, Fatma, Zouari, Alaeddine, Bassetto, Samuel-Jean, Tollenaere, Michel et Wong, Tony. 2026. « Leveraging the Internet of Things to enhance skill acquisition in lean manufacturing practices: an experimental study ». International Journal of Advanced Manufacturing Technology.
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Wade, Mouhamadou, Tardif, Pierre-Olivier, Myrand-Lapierre, Vincent, Ghazi, Georges et Botez, Ruxandra. 2026. « Aircraft trim condition detection using flight test data and interval analysis ». In AIAA SCITECH 2026 Forum (Orlando, FL, USA, Jan. 12-16, 2026) Coll. « AIAA Paper », vol. AIAA 2026-0529. American Institute of Aeronautics and Astronautics.

Yousefi, Zahra, Bakar, Fiona C., de Zambotti, Massimiliano et Forouzanfar, Mohamad. 2026. « DeepArousal-Net: A multi-block recurrent deep learning model for proactive forecasting of non-apneic arousals from multichannel PSG ». IEEE Transactions on Biomedical Engineering, vol. 73, nº 3. pp. 1003-1014.
Compte des citations dans Scopus : 1.

Zohreh Nejad, Elias E., Ghazi, Georges et Botez, Ruxandra M.. 2026. « Engine performance prediction for the bombardier CRJ700 regional jet aircraft ». In AIAA SCITECH 2026 Forum (Orlando, FL, USA, Jan. 12-16, 2026) Coll. « AIAA Paper », vol. AIAA 2026-1964. American Institute of Aeronautics and Astronautics.