Anthony Fleury
- Centre for Digital Systems (CERI SN - IMT Nord Europe)
- Ecole nationale supérieure Mines-Télécom Lille Douai (IMT Nord Europe)
- Ecole nationale supérieure Mines-Télécom Lille Douai (IMT Lille Douai)
- Université de Lille
Domaines de recherche
Publications
Publications
Unleashing the Power of Gradual Patterns for Explainable AIThe 41st ACM/SIGAPP Symposium On Applied Computing (SAC), Mar 2026, Thessaloniki, Greece |
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La place des mécaniques ludiques dans les feedbacks : une revue systématique de la littérature12ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain, Jun 2025, Lille, France. pp.524-535 |
Une nouvelle approche pour la génération efficace des motifs graduelsExtraction et Gestion des Connaissances, EGC'2025, Jan 2025, Strasbourg, France |
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Addressing Explainability, Transparency and Interpretability Requirements of AI Models for ECG Analysis52nd International Computing in Cardiology conference (CinC 2025), Sep 2025, Sao Paulo, Brazil |
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A Review On Fusion Of Spiking Neural Networks And Transformers2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS), Jan 2025, Lyon, France. pp.1-6, ⟨10.1109/IPAS63548.2025.10924503⟩ |
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Effet d'un masquage d'impulsions sur la consommation énergétique d'un SNN : application au SpikformerXXXe Colloque Francophone de Traitement du Signal et des Images, GRETSI 2025, GRETSI, Aug 2025, Strasbourg, France |
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Masked Spikformer: Gaussian based and Random Spike Masking for Energy-Efficient Spiking Transformers2025 IEEE International Conference on Content-Based Multimedia Indexing (IEEE CBMI), IEEE, Oct 2025, Dublin, Ireland |
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Détection d'événements acoustiques par DAS et CNN : application à la détection de cris de baleinesEGC 2025, Jan 2025, Strasbourg, France, France. pp.385-386 |
Intrusion Pattern Recognition in DAS Using Multi-Domain Features and a Transformer NetworkICPRS 2025 - The IEEE 15th International Conference on Pattern Recognition Systems, Dec 2025, Viña del Mar, Chile |
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Intrusion Pattern Recognition in DAS System Using Multi-Domain Features and Transformer Network2025 15th IEEE International Conference on Pattern Recognition Systems (ICPRS), Dec 2025, Viña del Mar, Chile. pp.1-7, ⟨10.1109/ICPRS66293.2025.11302833⟩ |
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Mining Faster, Not Harder: A New Criterion for Gradual Pattern MiningIEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2025), Jul 2025, Reims, France |
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Méthode de comparaison des modèles de jeux sérieux : vers un recouvrement sémantique des propositions de la littérature12ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain, Jun 2025, Lille, France. pp.536-542 |
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Towards a Closer Patient-Caregiver Relationship by Wearable and Ambient Assisted Living Design18th Colombian Conference on Computing 2024, Sep 2024, Manizales, Colombia. pp.13-23, ⟨10.1007/978-3-031-75236-0_2⟩ |
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Enhanced RF-based 3D UAV Outdoor Geolocation: from Trilateration to Machine Learning Approaches2024 IEEE 27th International Symposium on Real-Time Distributed Computing (ISORC), May 2024, Tunis, France. pp.1-8, ⟨10.1109/ISORC61049.2024.10551331⟩ |
Blockchain-based Jamming Detection in Vehicular Networks2024 6th International Conference on Blockchain Computing and Applications (BCCA), Nov 2024, Dubai, United Arab Emirates. pp.820-825, ⟨10.1109/BCCA62388.2024.10844392⟩ |
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Système de recommandation de cours basé sur les soft skills : Une approche utilisant les algorithmes génétiquesEIAH2023 : 11ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain, Association des Technologies de l’Information pour l’Education et la Formation (ATIEF), Jun 2023, Brest, France. pp.344-347 |
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Modelling the effect of courses over soft skills: A simulation study2023 AERA Annual Meeting, American Educational Research Association, Apr 2023, Chicago, United States. ⟨10.3102/2008368⟩ |
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Pedestrian and Automatic Doors Abnormal Interactions Detection using Multi-Task Self-Supervised LearningThe 1st Workshop in Video Understanding and its Applications in conjunction with BMVC 2023, Nov 2023, Aberdeen, Ecosse, United Kingdom |
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Detecting the Pre-impact of Falls in the Elderly, Along with the Use of an Airbag Belt for Protection Against Femoral Neck Fractures20th International Conference On Smart Living and Public Health, Jul 2023, Wonju, South Korea. pp.117 - 129, ⟨10.1007/978-3-031-43950-6_10⟩ |
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A Threshold-Based Detection Approach To Detect Fake Access Points and Jamming Attacks on IEEE 802.11 Networks: Implementation, Results and Limitations2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), May 2022, Gran Canaria, France. pp.1-4, ⟨10.23919/AT-AP-RASC54737.2022.9814377⟩ |
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Détection d'anomalies dans une séquence d'images fisheyeGRETSI 2022, XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France. 4p |
Hazardous Events Detection in Automatic Train Doors Vicinity Using Deep Neural NetworksAVSS 2021, 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, Nov 2021, Washigton, D.C., United States. 7p, ⟨10.1109/AVSS52988.2021.9663863⟩ |
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L’habitat intelligent et sa capacité à s’adapter: vers une approche centrée multi-résidentsRencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA'21) Plate-Forme Intelligence Artificielle (PFIA'21), Jul 2021, Bordeaux, France. pp.75-76 |
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Détection d'attaques par signal de brouillage et identification de son éloignementCEM 2020, 20ème Colloque International et Exposition sur la Compatibilité ÉlectroMagnétique, Apr 2021, Lyon, France. 4p |
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Le cursus académique personnalisé dans une approche par compétences avec érosion : étude d'un nouveau problème fondamental10e Conférence sur les Environnements Informatiques pour l’Apprentissage Humain, Marie Lefevre, Christine Michel, Jun 2021, Fribourg / Virtual, Suisse. pp.94-105 |
Clustering Study in order to Analyse Wi-fi Communications Affected by Low Power Jamming Attacks2021 URSI GASS Conference, Session E11 - Machine learning & signal processing to analyze & mitigate EMI (Part 1), Aug 2021, Rome, Italy |
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Detection of cyber-attacks on Wi-Fi networks by classification of spectral data33rd General Assembly and Scientific Symposium of the International-Union-of-Radio-Science, Aug 2020, Rome, Italy. paper E12-04, 3 p., ⟨10.23919/URSIGASS49373.2020.9232196⟩ |
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Ensemble extreme learning machine based equalizers for OFDM systems2020 14th International Conference on Signal Processing and Communication Systems (ICSPCS), Dec 2020, Adelaide (en ligne), Australia. pp.1-6, ⟨10.1109/icspcs50536.2020.9310047⟩ |
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IMPROVEMENT OF SALES PREDICTION BY FITTED-TO-PRODUCT TIME-SERIES MODELS13ème CONFERENCE INTERNATIONALE DE MODELISATION, OPTIMISATION ET SIMULATION (MOSIM2020), 12-14 Nov 2020, AGADIR, Maroc, Nov 2020, AGADIR (virtual), Morocco |
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APACHES: Human-Centered and Project-Based Methods in Higher Education14th European Conference on Technology Enhanced Learning EC-TEL 2019, Sep 2019, Delft, Netherlands. pp.683-687, ⟨10.1007/978-3-030-29736-7_66⟩ |
Classification Adaptative des attaques IEMI et protocolaires sur les réseaux de communication IEEE 802.11GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. 4p |
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Introduction to various threats on wireless networks and their detection1st SmartRaCon Workshop, Jun 2019, Villeneuve d’Ascq, France |
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Hierarchical classification scheme for real-time recognition of physical activities and postural transitions using smartphone inertial sensors2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Jul 2019, Berlin, France. pp.1243-1246, ⟨10.1109/EMBC.2019.8856366⟩ |
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Online EM monitoring of 802.11n networks using Self Adaptive Kernel Machine2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA), Dec 2019, Boca Raton, France. pp.1136-1142, ⟨10.1109/ICMLA.2019.00189⟩ |
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Reconnaissance en temps réel d'activités physiques et de transitions posturales à l'aide de capteurs inertiels pour smartphoneXXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France |
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Well-being and -ageing with chronical disease: the BV2 projectJETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France |
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Détection de cyber attaques sur réseau Wi-Fi par classification de données spectralesJournée Thématique du GdR ONDE « Sécurité des systèmes électroniques et communicants », May 2019, Paris, France. 2p |
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System Design for Coordinated Multi-Robot Assistance Deployment in Smart SpacesIRC 2018 : Second IEEE International Conference on Robotic Computing, Jan 2018, Laguna Hills, United States. ⟨10.1109/IRC.2018.00068⟩ |
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Applying entropy to human center of foot pressure data to assess attention investment in balance control40th International Engineering in Medicine and Biology Conference (IEEE EMBC 2018), Jul 2018, Honolulu, United States |
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Cyber Security of the Railway wireless system: detection, decision and Human-in-the-LoopTRA 2018 (Transport Research Arena), Apr 2018, Vienna, Austria. 10p |
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Assessment of attention demand for balance control using a Smartphone: implementation and evaluation40th International Engineering in Medicine and Biology Conference (IEEE EMBC 2018), Jul 2018, Honolulu, United States |
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Human Action Recognition from Body-Part Directional Velocity using Hidden Markov Models16th IEEE International Conference on Machine Learning and Applications (ICMLA2017), Dec 2017, Cancun, Mexico. ⟨10.1109/ICMLA.2017.00-14⟩ |
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Towards Robots-Assisted Ambient Intelligence5th International Conference on Agreement Technologies, AT 2017, Dec 2017, Évry, France |
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Integrating prior Knowledge in Weighted SVM for Human Activity Recognition in Smart HomeICOST 2017 -- 15th International Conference On Smart homes and health Telematics. IoT for Enhanced Quality of Life and Smart Living, Aug 2017, Marne la vallée, France |
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Using feedback in adaptive and user-dependent one-step decision making25th International Joint Conference on Artificial Intelligence (IJCAI-16) Workshop "Interactive Machine Learning", IJCAI/AAAI, Jul 2016, New-York, NY, United States. pp.5 |
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Toward a Real Time View-invariant 3D Action RecognitionInternational Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), Feb 2016, Roma, Italy. ⟨10.5220/0005843607450754⟩ |
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iProprio: a Smartphone-based system to measure and improve proprioceptive function38th IEEE International Conference of the Engineering in Medicine and Biology Society, IEEE, Aug 2016, Orlando, FL, United States. pp.2622-2625 |
Application of MID-SVM for online person identification using appearance-based featuresIEEE Conference on Evolving andEAIS 2015 - IEEE International Conference on Evolving and Adaptive Intelligent Systems Adaptive Intelligent Systems, Dec 2015, DOUAI, France. 8p, ⟨10.1109/EAIS.2015.7368794⟩ |
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LES A.L.P.E.S. : APPROCHES AGILES POUR L’ENSEIGNEMENT SUPERIEURColloque Questions de Pédagogie pour l'Enseignement Supérieur (QPES 2015), Jun 2015, Brest, France |
Feature extraction for human activity recognition on streaming dataInternational Symposium on INnovations in Intelligent SysTems and Applications, Université autonome de Madrid, Sep 2015, Madrid, Spain |
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A new approach to wavelet entropy: Application to postural signals22nd European Signal Processing Conference, EUSIPCO 2014, 2014, Lisbon, Portugal |
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Postural signals from a synchrosqueezing transform-based approach of wavelet entropy4th International Congress on Complex Systems in Sports & Healthy Ageing, 2014, Groningen, Netherlands |
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Using Markov Logic Network for On-line Activity Recognition from Non-Visual Home Automation SensorsAmbient Intelligence, Nov 2012, Pisa, Italy. pp.177--192 |
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Méthodes SVM et MLN pour la reconnaissance automatique d'activités humaines dans les habitats perceptifs: tests et perspectivesRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
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A Multimodal Corpus Recorded in a Health Smart HomeLREC 2010, The International Conference on Language Resources and Evaluation, May 2010, Valetta, Malta. pp.99-105 |
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Challenges in the Processing of Audio Channels for Ambient Assisted LivingIEEE HealthCom 2010 - 12th International Conference on E-health Networking, Application & Services, Jul 2010, Lyon, France. pp.330-338 |
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Introducing Knowledge in the Process of Supervised Classification of Activities of Daily Living in Health Smart HomesIEEE HealthCom 2010 - 12th International Conference on E-health Networking, Application & Services, Jul 2010, Lyon, France. pp.322-329 |
Determining useful sensors for automatic recognition of activities of daily living in health smart homeIntelligent Data International Workshop on Analysis in Medicine and Pharmacology (IDAMAP2009), Jul 2009, Verona, Italy. pp.63-64 |
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Application des SVM à la classification des Activités de la Vie Quotidienne d'une personne à partir des capteurs d'un Habitat Intelligent pour la SantéSFC 2009, Sep 2009, Grenoble, France. pp. 33 - 36 |
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A Wavelet-Based Pattern Recognition Algorithm to Classify Postural Transitions in HumansEUSIPCO 2009, 17th European Signal Processing Conference, Aug 2009, Glasgow, Scotland, United Kingdom. pp. 2047 - 2051 |
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Speech recognition in a smart home: some experiments for telemonitoringSPED 2009, Jun 2009, Constanţa, Romania. pp. 171-179 |
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Supervised Classification of Activities of Daily Living in Health Smart Homes using SVMIEEE EMBC 2009, Sep 2009, Minneapolis, France. pp.6099 - 6102 |
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Reconnaissance des sons et de la parole dans un Habitat Intelligent pour la Santé : expérimentations en situation non contrôléeGRETSI 2009, Sep 2009, Dijon, France. pp.ID456 |
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Traitement des signaux cinématiques pour la détection et la classification des transferts posturaux : le système ACTIM6DGRETSI 2009, Sep 2009, Dijon, France. pp.ID457 |
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Sound and Speech Detection and Classification in a Health Smart HomeEMBC'08, Aug 2008, Vancouver, Canada. pp.4644-4647 |
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Data Fusion in Health Smart Home: Preliminary Individual Evaluation of Two Families of SensorsISG'08, Jun 2008, Pisa, Italy. pp.135 |
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Preliminary evaluation of speech/sound recognition for telemedicine application in a real environmentInterspeech'08, Sep 2008, Brisbane, Australia. pp.496-499 |
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Suppléance perceptive par électro-stimulation linguale embarquée : perspectives pour la prévention des escarres chez le blessé médullaireASSISTH'2007, 2007, Toulouse, France. pp.65-69 |
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A Fast Algorithm to Track Changes of Direction of a Person Using MagnetometersEMBC'07, Aug 2007, Lyon, France. pp.2311-2314, ⟨10.1109/IEMBS.2007.4352788⟩ |
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Pressure sensor-based tongue-placed electrotactile biofeedback for balance improvement - Biomedical application to prevent pressure sores formation and falls.29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society., Aug 2007, Lyon, France. pp.6113-6116 |
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Traitement de signaux issus de magnétomètres embarqués - Application à la détection des changements de direction d'une personneGRETSI 2007, Sep 2007, Troyes, France. pp. 161 - 164 |
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Optimizing the Use of an Artificial Tongue-Placed Tactile Biofeedback for Improving Ankle Joint Position Sense in Humans2006, pp.6029-6032 |
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Complete Sound and Speech Recognition System for Health Smart Homes: Application to the Recognition of Activities of Daily LivingDomenico Campolo. New Developments in Biomedical Engineering, In-Tech, pp. 645 -- 673, 2010 |
Method and system for measuring, monitoring, controlling and correcting a movement or a posture of a userUnited States, Patent n° : US10576326B2. 2020 |
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METHOD AND SYSTEM FOR ESTIMATING A DEMAND OR AN ATTENTIONAL COST ASSOCIATED WITH THE EXECUTION OF A TASK OR ATTENTION SHARING STRATEGIES DEVELOPED BY AN INDIVIDUALUnited States, Patent n° : US20190172367. 2019 |
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METHOD AND SYSTEM FOR ESTIMATING A DEMAND OR AN ATTENTIONAL COST ASSOCIATED WITH THE EXECUTION OF A TASK OR ATTENTION SHARING STRATEGIES DEVELOPED BY AN INDIVIDUALFrance, Patent n° : EP3433775. 2019 |
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Method and System for Measuring, Monitoring, Controlling and Correcting a Movement or a Posture of a UserFrance, Patent n° : France : 14 61233, Extension PCT : WO2016/079452 A1. 2016, 30p |
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Applications in integrated intelligent infrastructures2023, pp.209 - 210. ⟨10.3233/ais-235004⟩ |
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Détection de motifs temporels dans les environnements multi-perceptifs. Application à la classification automatique des Activités de la Vie Quotidienne d'une personne suivie à domicile par télémédecineSciences de l'ingénieur [physics]. Université Joseph-Fourier - Grenoble I, 2008. Français. ⟨NNT : ⟩ |
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Contribution à l'analyse des signaux et à leur classification. Applications aux Technologies pour la Santé, au maintien à domicile de la personne fragile et à l'analyse du comportement humain.Traitement du signal et de l'image [eess.SP]. Université de Lille, 2019 |
Applications in Integrated Intelligent InfrastructuresJAISE - Journal of Ambient Intelligence and Smart Environments, 15 (3), 2023 |
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Internet of Medical Things in Healthcare Applications2022, ⟨10.1109/IE54923.2022⟩ |
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Adaptive Human Activity and Behaviour Recognition Models for Context Awareness in Intelligent EnvironmentsPersonal and Ubiquitous Computing, 26, 2022 |
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Smartphone-Based Sensors for Posture, Movement Analysis and Human Activity RecognitionSensors, 19 (3), 2019 |