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4. Amine Ghezzar M., Bouagada D., Benyettou K., Chadli M., Van Dooren P. (2021). « On the stability of 2D general Roesser Lyapunov systems ». Acta Mathematica, 63(1):85-97. DOI: https://doi.org/10.24193/mathcluj.2021.1.08. Réf. HAL: hal-03541034 [Q1, CS2021=7,2]
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12. Benyoucef R., Hadj-Abdelkader H., Nehaoua L., Arioui H. (2021). « Towards Kinematics From Motion: Unknown Input Observer and Dynamic Extension Approach ». IEEE Control Systems Letters, 6:1340-1345. DOI: https://doi.org/10.1109/LCSYS.2021.3093067. Réf. HAL: hal-03321836 [Q1, CS2021 4,6]
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15. Bououden S., Boulkaibet I., Chadli M., Abboudi A. (2021). « A Robust Fault-Tolerant Predictive Control for Discrete-Time Linear Systems Subject to Sensor and Actuator Faults ». Sensors, 21(7):2307. DOI: https://doi.org/10.3390/s21072307. Réf. HAL: hal-03504811 [Q1, CS2021=6,4]
16. Bourgeais V., Zehraoui F., Ben Hamdoune M., Hanczar B. (2021). « Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data ». BMC Bioinformatics, vol 22, n°S10, 455 p. DOI: https://doi.org/10.1186/s12859-021-04370-7. Réf. HAL: hal-03353410 [Q1, CS2021=5,9]
17. Celentano L., Basin M., Chadli M. (2021). « Robust tracking design for uncertain MIMO systems using proportional–integral controller of order v ». Asian Journal of Control, 23(5):2042-2063. DOI: https://doi.org/10.1002/asjc.2405. Réf. HAL: hal-03540965 [Q1, CS2021=5,1]
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28. Houda K., Saifia D., Chadli M., Laboid S. (2021). « H ∞ fuzzy proportional integral state feedback controller of photovoltaic systems under asymmetric actuator constraints ». Transactions of the Institute of Measurement and Control 43(1):34–46. DOI: https://doi.org/10.1177/0142331220921579. Réf. HAL: hal-02887037 [Q2, CS2021=4,0]
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CONFÉRENCES
1. Abouselima E., Ichalal D., Mammar S. (2021). « Robust Actuator Fault Diagnosis for LPV systems: Application to Quadrotor », 2021 American Control Conference (ACC 2021), 25-28 mai 2021, New Orleans (États-Unis). 4938-4945. DOI: https://doi.org/10.23919/ACC50511.2021.9482926. Réf. HAL: hal-03320147 [QUALIS A1, CORE2021 C]
2. Abouselima E., Ichalal D., Mammar S. (2021). « Robust Sensor Fault Estimation for LPV systems: Application to Quadrotor UAV », 9th International Conference on Systems and Control (ICSC 2021), 24-26 novembre 2021, Caen (France). 373-379. DOI: https://doi.org/10.1109/ICSC50472.2021.9666646. Réf. HAL: hal-03590420
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5. Benyoucef R., Hadj-Abdelkader H., Nehaoua L., Arioui H. (2021). « Structure from Motion with Variable Focal Length: Interconnected Fuzzy Observer », 60th IEEE conference on Decision and Control (CDC 2021), 13-17 décembre 2021, Austin, Texas (États-Unis). 6145–6150. DOI: https://doi.org/10.1109/CDC45484.2021.9683139 Réf. HAL: hal-03484304 [ERA A, QUALIS A1]
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11. Bourgeais V., Zehraoui F., Ben Hamdoune M., Hanczar B. (2021). « Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data », Conférence sur l’Apprentissage automatique (CAp 2021), 14-16 juin 2021, Saint-Etienne (France). URL: https://cap2021.sciencesconf.org/. Réf. HAL: hal-03739478
12. Charafeddine J., Maassarani I., Chevallier S., Alfayad S. (2021). « Purposeful Proposal for CP-afflicted Upper Limbs Exoskeletons », Sixth International Conference on Advances in Biomedical Engineering (ICABME), 7 octobre 2021, Beyrouth (Liban). DOI: https://doi.org/10.1109/ICABME53305.2021.9604854. Réf. HAL: hal-03445199
13. Chelly Dagdia Z., Renso C., Zeitouni K., Agoulmine N. (2021). « Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data », 30th International ACM Symposium on High-Performance, Parallel and Distributed Computing (HPDC 2021) & 1st Workshop on Flexible Resource and Application Management on the Edge (FRAME 2021), 25 juin 2021, Virtual Event Sweden (Suède). 17-20. DOI: https://doi.org/10.1145/3452369.3463823. Réf. HAL: hal-03307033 [ERA A, QUALIS A1, CORE2021 A]
14. Degand J., Loup G., Didier J.-Y. (2021). « Towards an Immersive Debriefing of Serious Games in Virtual Reality: A Framework Concept », 10th International Conference on Games and Learning Alliance (GALA 2021), 1-2 décembre 2021, La Spezia (Italie). 13134 143-152. DOI: https://doi.org/10.1007/978-3-030-92182-8_14 Réf. HAL: hal-03504770
15. Dürr C., Kim Thang N., Srivastav A., Tible L. (2020). « Non-monotone DR-submodular Maximization over General Convex Sets », Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAI-PRICAI-20}, 7-15 janvier 2021, Yokohama (Japon). 2148-2154. DOI: https://doi.org/10.24963/ijcai.2020/297. Réf. HAL: hal-02980471 [ERA A, QUALIS A1, CORE2021 A*]
16. Eltrabyly A., Ichalal D., Mammar S. (2021). « Fault-Tolerant Model Predictive Control Trajectory Tracking for a Quadcopter with 4 Faulty Actuators », 4th IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control (CESCIT 2021), 5-7 juillet 2021, Valenciennes (France). 54(4):141-146. DOI: https://doi.org/10.1016/j.ifacol.2021.10.024. Réf. HAL: hal-03478234
17. Fourer D., Auger F. (2021). « Second-Order Horizontal Synchrosqueezing of the S-transform: a Specific Wavelet Case Study », 28th European Signal Processing Conference (EUSIPCO 2020), 18-21 janvier 2021, Amsterdam (Pays-Bas). 2200-2204. DOI: https://doi.org/10.23919/Eusipco47968.2020.9287573. Réf. HAL: hal-02889193 [ERA B, QUALIS B1]
18. Guinet A.-L., Bouyer G., Otmane S., Desailly E. (2021). « ARRoW-CP: Virtual walking rehabilitation for children with cerebral palsy. Game design framework and Preliminary results. », RehabWeek Virtual 2021, 23-25 septembre 2021, Virtual Conference (France). Réf. HAL: hal-03331864
19. Houda K., Saifia D., Chadli M., Labiod S. (2021). « Dynamic anti-windup controller design for Takagi-Sugeno fuzzy systems under saturations », 4th IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control (CESCIT 2021), 5-7 juillet 2021, Valenciennes (France). 54(4):124-129. DOI: https://doi.org/10.1016/j.ifacol.2021.10.021. Réf. HAL: hal-03541401
20. Ichalal D., Mammar S. (2021). « State and Fault Estimation of a Class of Nonlinear Systems with Slow Internal Dynamics: Asymptotic Decoupling Approach », 4th IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control (CESCIT 2021), 5-7 juillet 2021, Valencienne (France). Réf. HAL: hal-03281056
21. Imeri A., Agoulmine N., Khadraoui D., Khadraoui A. (2021). « Blockchain-Based Multi-party Smart Contract for Service Digitalization and Automation », 6th Future Technologies Conference (FTC 2021), 28-29 octobre 2021, Vancouver (Virtual) (Canada). 359 793-806. DOI: https://doi.org/10.1007/978-3-030-89880-9_59. Réf. HAL: hal-03466425
22. Izountar Y., Benbelkacem S., Otmane S., Khababa A., Zenati N., Masmoudi M. (2021). « Towards an adaptive Virtual Reality Serious Game System for Motor Rehabilitation based on Facial Emotion Recognition », International Conference on Artificial Intelligence for Cyber Security Systems and Privacy (AI-CSP 2021), 20-21 novembre 2021, El Oued (Algérie). 1-5. DOI: https://doi.org/10.1109/AI-CSP52968.2021.9671149. Réf. HAL: hal-03528216
23. Jablaoui A., Kmimech H., Sliman L., Nabli L. (2021). « A Rank Based ACO Approach for Optimal Resource Allocation and Scheduling in FMS Modeled with Labelled Petri Net », 20th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET 2021), 21-23 septembre 2021, Cancun, Quintana Roo (Mexique). 337 688-699. DOI: https://doi.org/10.3233/FAIA210064. Réf. HAL: hal-03453230 [ERA B, QUALIS B4, CORE2021 B]
24. Kebbati Y., Ait Oufroukh N., Vigneron V., Ichalal D. (2021). « Neural Network and ANFIS based auto-adaptive MPC for path tracking in autonomous vehicles », 18ème IEEE International Conference on Networking, Sensing and Control (ICNSC 2021), 3-5 décembre 2021, Xiamen (Chine). DOI: https://doi.org/10.1109/ICNSC52481.2021.9702227 Réf. HAL: hal-03467943 [ERA C, QUALIS B3, CORE C]
25. Kebbati Y., Puig V., Aït Oufroukh N., Vigneron V., Ichalal D. (2021). « Optimized adaptive MPC for lateral control of autonomous vehicles », 9th International Conference on Control, Mechatronics and Automation (ICCMA 2021), 11-14 novembre 2021, Luxembourg (Luxembourg). Réf. HAL: hal-03485108
26. Kebbati Y., Ait-Oufroukh N., Vigneron V., Ichalal D., Gruyer D. (2021). « Optimized self-adaptive PID speed control for autonomous vehicles », 26th International Conference on Automation and Computing (ICAC 2021), 2-4 septembre 2021, Portsmouth (Royaume-Uni). 1-6. DOI: https://doi.org/10.23919/ICAC50006.2021.9594131. Réf. HAL: hal-03442081 [ERA B, QUALIS A2, CORE2021 B]
27. Khairallah, M. Z., Fabien Bonardi F., Roussel D., Bouchafa S. « Data-set for event-based optical flow evaluation in robotics applications ». In 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021), 8-10 février 2021. 4:480‑89. Vienna, Austria, 2021. Réf. HAL: hal-03189691 [CORE B]
28. Legros Q., Fourer D. (2021). « A Novel Pseudo-Bayesian Approach for Robust Multi-Ridge Detection and Mode Retrieval », 29th European Signal Processing Conference (EUSIPCO 2021), 23-27 août 2021, Dublin (Irlande). 1925-1929. Réf. HAL: hal-03259013 [ERA B, QUALIS B1]
29. Liu M., Zhao Y., Chu F., Zheng F., Chu C. (2021). « A Mathematical Model for Bus Scheduling with Conditional Signal Priority », International Conference on Advances in Production Management Systems (APMS 2021), 5-9 septembre 2021, Nantes (France). 632 274-281. DOI: https://doi.org/10.1007/978-3-030-85906-0_31. Réf. HAL: hal-03360955
30. Liu M., Lin T., Chu F., Zheng F., Chu C. (2021). « A New Robust Dynamic Bayesian Network Model with Bounded Deviation Budget for Disruption Risk Evaluation », International Conference on Advances in Production Management Systems (APMS 2021), 5-9 septembre 2021, Nantes (France). 632 681-688. DOI: https://doi.org/10.1007/978-3-030-85906-0_74. Réf. HAL: hal-03360792
31. Liu M., Tang H., Chu F., Zheng F., Chu C. (2021). « A Tabu Search Heuristic for the Robust Dynamic Bayesian Network Optimisation Problem Under the Supply Chain Ripple Effect », International Conference on Advances in Production Management Systems (APMS 2021), 5-9 septembre 2021, Nantes (France). 632 673-680. DOI: https://doi.org/10.1007/978-3-030-85906-0_73. Réf. HAL: hal-03360830
32. Liu M., Ding Y., Chu F., Zheng F., Chu C. (2021). « Electric Bus Charging Scheduling Strategy with Stochastic Arrival Time and State of Charge », International conference Advances in Production Management Systems (APMS 2021), 5-9 septembre 2021, Nantes (France). 632 241-249. DOI: https://doi.org/10.1007/978-3-030-85906-0_27. Réf. HAL: hal-03360817
33. Liu M., Liu Z., Chu F., Zheng F., Chu C. (2021). « Stochastic Integrated Supplier Selection and Disruption Risk Assessment Under Ripple Effect », International Conference on Advances in Production Management Systems (APMS 2021), 5-9 septembre 2021, Nantes (France). 632 689-696. DOI: https://doi.org/10.1007/978-3-030-85906-0_75. Réf. HAL: hal-03360839
34. Mahmoudi M. A., Chetouani A., Boufera F., Tabia H. (2021). « Deep Kernelized Network for Fine-Grained Recognition », 28th International Conference on Neural Information Processing (ICONIP 2021), 8-12 décembre 2021, Bali (Indonésie). 13110 100-111. DOI: https://doi.org/10.1007/978-3-030-92238-2_9. Réf. HAL: hal-03506303 [ERA A, QUALIS B1, CORE2021 A]
35. Meunier P.-E., Regnault D. (2021). « Directed non-cooperative tile assembly is decidable », International Conference on DNA Computing and Molecular Programming (DNA 2021), 13-16 septembre 2021, Oxford, Virtual (Royaume-Uni). 205 DOI: https://doi.org/10.4230/LIPIcs.DNA.27.6. Réf. HAL: hal-03362845 [ERA B, QUALIS B4, CORE2021 B]
36. Nehaoua L., Fouka M., Arioui H. (2021). « Quasi-LPV Unknown Input Observer with Nonlinear Outputs: Application to Motorcycles », 38th IEEE International Conference on Robotics and Automation (ICRA 2021), 30 mai-6 juin 2021, Xi’an (Chine). 9312-9317. Réf. HAL: hal-03503922 [ERA 1, QUALIS A1, CORE2021 B]
37. Nguyen K. T., Srivastav A. (2021). « Online Non-Monotone DR-Submodular Maximization », 35th AAAI Conference on Artificial Intelligence (AAAI-2021), 2-9 février 2021, Vancouver (Canada). Réf. HAL: hal-03170034 [ERA A, QUALIS A1, CORE2021 A*]
38. Orlowska A., Fourer D., Gavini J.-P., Cassou-Ribehart D. (2021). « Honey Bee Queen Presence Detection from Audio Field Recordings using Summarized Spectrogram and Convolutional Neural Networks », 21st International Conference on Intelligent Systems Design and Applications (ISDA 2021), 13-15 décembre 2021, Seattle, WA, (World Wide Web) (États-Unis). 418 83-92. DOI: https://doi.org/10.1007/978-3-030-96308-8_8. Réf. HAL: hal-03439646 [ERA C, QUALIS B2, CORE2021 C]
39. Ricca A., Chellali A., Otmane S. (2021). « The influence of hand visualization in tool-based motor-skills training, a longitudinal study », 28th IEEE Conference on Virtual Reality and 3D User Interfaces (VR 2021), 27 mars-3 avril 2021, Lisbon (Portugal). 103-112. DOI: https://doi.org/10.1109/VR50410.2021.00031. Réf. HAL: hal-03132374 [ERA B, QUALIS A1, CORE2021 A*]
40. Segretain R., Trilling L., Glade N., Ivanov S. (2021). « Who Plays Complex Music? On the Correlations Between Structural and Behavioral Complexity Measures in Sign Boolean Networks. », 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), 25-27 octobre 2021, Kragujevac (Serbie). 175551. DOI: https://doi.org/10.1109/BIBE52308.2021.9635403 Réf. HAL: hal-03408740 [ERA C, QUALIS B1, CORE2021 C]
41. Sliman L., Charroux B., Agoulmine N. (2021). « An Innovative Negotiations and Enactment Smart Contract-based Framework for on-line Sharing Economy Platforms », 9th International Workshop on ADVANCEs in ICT Infrastructures and Services (ADVANCE 2021), 2 février 2021, Zaragoza (Espagne). URL: https://lrsm.ibisc.univ-evry.fr/ADVANCE2021/index.html. Réf. HAL: hal-03133495
42. Strozecki W., Aït Oufroukh N., Kebbati Y., Ichalal D., Mammar S. (2021). « Automatic Tuning of MPC for Autonomous Vehicle using Bayesian Optimization », 18th IEEE International Conference on Networking, Sensing and Control (ICNSC 2021), 3-5 décembre 2021, Xiamen (Chine). 1-6. DOI: https://doi.org/10.1109/ICNSC52481.2021.9702240. Réf. HAL: hal-03628275 [ERA C, QUALIS B3, CORE C]
43. Strozecki W., Mammar S. (2021). « Neurally Optimized Model Predictive Control for Autonomous Landing of a UAV on a moving platform », 2021 IEEE International Conference on Networking, Sensing and Control (ICNSC), 3-5 décembre 2021, Xiamen (Chine). 1-6. DOI: https://doi.org/10.1109/ICNSC52481.2021.9702230. Réf. HAL: hal-03628918 [ERA C, QUALIS B3, CORE C]
44. Vigneron V., Duarte L., Maaref H. (2021). « Z-pooling », 18th International Multi-Conference on Systems, Signals & Devices (SSD 2021), 22-25 mars 2021, Monastir (Tunisie). 29-34. DOI: https://doi.org/10.1109/SSD52085.2021.9429427. Réf. HAL: hal-03266590
45. Yacine Z., Hamiche H., Mammar S. (2021). « A predetermined finite time impulsive unknown input observer for nonlinear systems via Takagi-Sugeno models », 5th International Conference on Control, Automation and Diagnosis (ICCAD 2021), 3-5 novembre 2021, Grenoble (France). 1-6. DOI: https://doi.org/10.1109/ICCAD52417.2021.9638765. Réf. HAL: hal-03572726
46. Yan P., Cai X., Chu F., Ni D. (2021). « A reservation system with an efficient matching-and-scheduling mechanism for private parking-sharing programs », 25th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI 2021), 18-21 juillet 2021, Orlando, Fl. (Virtual) (États-Unis). 3 22-24. Réf. HAL: hal-03435875
47. Zhang Y., Sidibé D., Morel O., Meriaudeau F. (2021). « Incorporating depth information into few-shot semantic segmentation », 25th International Conference on Pattern Recognition (ICPR 2020), 10-15 janvier 2021, Milan (Italie). 3582-3588 Réf. HAL: hal-02887063 [ERA B, QUALIS A1, CORE2021 B]
48. Zhang Y., Sidibé D., Morel O., Meriaudeau F. (2021). « Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation », 25th International Conference on Pattern Recognition (ICPR 2020), 10-15 janvier 2021, Milan (Italie). 7372-7378 Réf. HAL: hal-02977830 [ERA B, QUALIS A1, CORE2021 B]
49. Zheng F., Wang Z., Liu M., Xu Y., Chu F. (2021). « Theoretical Results on Single Machine Scheduling to Minimize the Number of Tardy Jobs with Periodic Maintenance », 18th IEEE International Conference on Networking, Sensing and Control (ICNSC 2021), 3-5 décembre 2021, Xiamen (Chine). 1-6. DOI: https://doi.org/10.1109/ICNSC52481.2021.9702187. Réf. HAL: hal-03628636 [ERA C, QUALIS B3, CORE C] BREVETS
OUVRAGES OU CHAPITRES D’OUVRAGE OU DIRECTION D’OUVRAGE
1. Basin M., Celentano L., Chadli M., Shi P. (dir.) (2021). « Special issue on “emerging control techniques for mechatronic and transportation systems” », vol 23, n°5, 2039-2358 p. DOI: https://doi.org/10.1002/asjc.2695. Réf. HAL: hal-03372587 [Q2, CS2020=5]
2. Bououden S., Chadli M. (2021). « Predictive control for delay systems: theory and applications », Control Strategy for Time-Delay Systems, Elsevier:143-178. DOI: https://doi.org/10.1016/B978-0-32-385347-7.00011-0. Réf. HAL: hal-03169120
3. Bououden S., Chadli M., Ziani S., Zelinka I. (dir.) (2021). « Proceedings of the 4th International Conference on Electrical Engineering and Control Applications. », Springer. DOI: https://doi.org/10.1007/978-981-15-6403-1. Réf. HAL: hal-02963641
4. Bourdon P., Ahmed O. B., Urruty T., Djemal K., Fernandez-Maloigne C. (2021). Explainable AI for Medical Imaging: Knowledge Matters, Multi-faceted Deep Learning, Cham, Springer International Publishing:267-292. DOI: https://doi.org/10.1007/978-3-030-74478-6_11. Réf. HAL: hal-03612280
5. Cerrito S. (2021). Proofs for temporal logics: focus on the multi-agent case, Proofs. Réf. HAL: hal-03228324
6. Schwarz D., Fourer D. (2021). « Methods and Datasets for DJ-Mix Reverse Engineering », In Kronland-Martinet R., Ystad S., Aramaki M. (dir.), Perception, Representations, Image, Sound, Music, Springer, Cham, 12631:31-47. DOI: https://doi.org/10.1007/978-3-030-70210-6_2. Réf. HAL: hal-03184436
7. Tolosana Calasanz R., Gonzalez-Castañé G., Agoulmine N. (dir.) (2021). « 9th International Workshop on ADVANCEs in ICT Infrastructures and Services – ADVANCE 2021 », :62. DOI: https://doi.org/10.48545/advance2021-proceedings. Réf. HAL: hal-03189082
8. Vigneron V., Maaref H. (dir.) (2021). Special Issue « Information Transfer in Multilayer/Deep Architectures ». Réf. HAL: hal-02398644
9. Xu M., Inci E., Chu F., Verhoef E. T. (dir.) (2021). « Editorial: Parking in the connected and automated era: Operation, planning, and management », 127:103115. DOI: https://doi.org/10.1016/j.trc.2021.103115. Réf. HAL: hal-03206488 [Q1, CS2020=14,0]
HDRs SOUTENUES [DOCUMENTS PRÉSENTS DANS HAL] [Annonces de soutenances de HDR]
THÈSES SOUTENUES [DOCUMENTS PRÉSENTS DANS HAL] [Annonces de soutenances de thèse]
1. Becquey L. « Algorithmes multi-critères pour la prédiction de structures d’ARN ». Dir: Fariza Tahi. Université Paris-Saclay, 2021. NNT: 2021UPASG065. Réf. HAL: tel-03440181
2. Bouzgou K. « Contribution à l’architecture, la modélisation et la commande d’un bras manipulateur aérien ». Dir: Lydie Nouvelière. Université Paris-Saclay, 2021. NNT: 2021UPASG012. Réf. HAL: tel-03203158
3. Gherbi E. « Machine learning for intrusion detection systems in autonomous transportation ». Dir: Blaise Hanczar. Université Paris-Saclay, 2021. NNT: 2021UPASG037. Réf. HAL: tel-03456817
4. Imeri A. « Using the blockchain technology for trust improvement of processes in Logistics and Transportation ». Dir: Nazim Agoulmine. Université Paris-Saclay, 2021. NNT: 2021UPASG036. Réf. HAL: tel-03859728
5. Pham T. H. « Robust planning and control of unmanned aerial vehicles ». Dir: Said Mammar. Université Paris-Saclay, 2021. NNT: 2021UPASG003. Réf. HAL: tel-03179970
6. Souriau R. « machine learning for modeling dynamic stochastic systems: application to adaptive control on deep-brain stimulation ». Dir: Vincent Vigneron. Université Paris-Saclay, 2021. NNT: 2021UPASG004. Réf. HAL: tel-03202196
Publications à « fort impact » signifie ici: « Publications en des revues classées dans le top 10% de CiteScoreMetrics , publications en conférences classées A selon l’indicateur ERA et/ou classées A1/A2 selon l’indicateur QUALIS (http://www.conferenceranks.com/) et/ou classées A/A* selon l’indicateur CORE (http://portal.core.edu.au/conf-ranks/) ou brevets »
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Dernière modification : 23/11/2022