Romain Giot
Domaines de recherche
Publications
Publications
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Dataset Bias Detection for Biometric Verification with the Biometric Confusion Matrix: A Preliminary Experiment on Keystroke DynamicsEGC 2026 EXPLAIN'AI Workshop, Jan 2026, Anglet, France |
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Biometric Confusion Matrix and Inter ZooPlot: Two Novel Visualizations for Biometric Verification EvaluationIEEE International Joint Conference on Biometrics (IJCB 2025), Sep 2025, Osaka, Japan |
Explicabilité de l'IASemaine Data-SHS, Plateforme universitaire des données de Bordeaux _ PUD-Bx; MSH-Bx; Université de Bordeaux; PROGEDO, Dec 2023, Bordeaux, France |
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H²O: Heatmap by Hierarchical OcclusionCBMI 2023, Sep 2023, Orléans, France |
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Graph-based Analysis of Hierarchical Embedding Generated by Deep Neural Network2-nd Workshop on Explainable and Ethical AI – ICPR 2022, Aug 2022, Montréal, Canada |
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VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout26th International Conference Information Visualisation, Jul 2022, Vienna, Austria. pp.11-20 |
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Multi Layered Feature Explanation Method for Convolutional Neural Networks ⋆International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), Jun 2022, Paris, France. ⟨10.1007/978-3-031-09037-0_49⟩ |
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Samples Classification Analysis Across DNN Layers with Fractal CurvesICPR 2020's Workshop Explainable Deep Learning for AI, Jan 2021, Milano (virtual), Italy |
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Features Understanding in 3D CNNs for Actions Recognition in VideoTenth International Conference on Image Processing Theory, Tools and Applications, IPTA 2020, Oct 2020, Paris, France |
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Deep Dive into Deep Neural Networks with FlowsProceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2020): IVAPP, Feb 2020, Valletta, Malta. pp.231-239 |
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Siamese Networks for Static Keystroke Dynamics AuthenticationIEEE International Workshop on Information Forensics and Security, Dec 2019, Delft, Netherlands |
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CNNs Fusion for Building Detection in Aerial Images for the Building Detection ChallengeConference on Computer Vision and Pattern Recognition Workshops, Jun 2018, Salt Lake City, United States |
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Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-graphs21st International Conference Information Visualisation, Jul 2017, London, France. ⟨10.1109/iV.2017.17⟩ |
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Broken Bikes Detection Using CitiBike Bikeshare System Open DataIEEE Symposium Series on Computational Intelligence (SSCI 2016), Dec 2016, Athenes, Greece |
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Audit d’une base de documents étiquetéeColloque International Francophone sur l’Écrit et le Document 2016 (CIFED), Mar 2016, Toulouse, France. pp.153-166 |
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Zoo Graph: a New Visualisation for Biometric System EvaluationInformation Visualisation 2016 (IV2016), Jul 2016, Lisbonne, Portugal |
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Détection de vélos inutilisables grâce aux données ouvertes du système de vélos en libre service CitibikeJournée Transports Intelligents - RFIA 2016, Jun 2016, Clermont Ferrand, France |
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Visual Graph Analysis for Quality Assessment of Manually Labelled Documents Image Database13th International Conference on Document Analysis and Recognition (ICDAR 2015), Aug 2015, Tunis, Tunisia. pp.7 |
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Fast Graph Drawing Algorithm Revealing Networks CoresProceedings of the 19th International Conference Information Visualisation, Jul 2015, Barcelone, Spain |
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Verhaltensanalyse zur Erkennung von Missbrauch mobiler GeldtransferdiensteGI Sicherheit 2014, Mar 2014, Germany. pp.271-282 |
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Predicting Bikeshare System Usage Up to One Day AheadIEEE Symposium Series in Computational Intelligence 2014 (SSCI 2014). Workshop on Computational Intelligence in Vehicles and Transportation Systems (CIVTS 2014), Dec 2014, France. pp.1-8 |
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Fraud Detection in Mobile Payments Utilizing Process Behavior AnalysisThe 2nd International Workshop on Recent Advances in Security Information and Event Management (RaSIEM 2013), Sep 2013, France. pp.8 |
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Classification de phénomènes de diffusion de l'eau de données d'IRM de diffusionGRETSI 2013, Sep 2013, France. pp.ID367 |
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Analyse des comportements dans un système de transfert d'argent sur mobile8ème Conférence sur la Sécurité des Architectures Réseaux et Systèmes d'Information (SAR SSI), Sep 2013, Mont-de-Marsan, France. pp.10 |
Predictive Security Analysis - Concepts, Implementation, first Results in Industrial ScenarioCYBER SECURITY & PRIVACY EU FORUM 2013, Apr 2013, Bruxelles, Belgium |
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A new protocol to evaluate the resistance of template update systems against zero-effort attacksCVPR 2013: Conference on Computer Vision and Pattern Recognition Workshops, Jun 2013, Portland, United States. pp.131-137, ⟨10.1109/CVPRW.2013.27⟩ |
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Can Chronological Information Be Used As A Soft Biometric In Keystroke Dynamics?The Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2012), Jul 2012, Piraeus, Greece. pp.1-4 |
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Analysis of the Acquisition Process for Keystroke DynamicsInternational Conference of the Biometrics Special Interest Group, Sep 2012, Darmstadt, Germany. pp.123--134 |
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Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI)IAPR International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba, Japan, France. pp.1-5 |
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Reconnaissance du genre par analyse de dynamique de frappe au clavier sur texte libre7ème Conférence sur la Sécurité des Architectures Réseaux et Systèmes d'Information (SAR-SSI 2012), May 2012, Cabourg, France, France. pp.111-118 |
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Hybrid Template Update System for Unimodal Biometric SystemsIEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2012), Sep 2012, Washington, District of Columbia, USA, France. pp.1--7 |
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Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical AnalysisThe Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2012), Jul 2012, Piraeus, Greece. pp.1-5 |
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Performance Evaluation of Biometric Template UpdateInternational Biometric Performance Testing Conference 2012, Mar 2012, Gaithersburg, MD, USA, United States. pp.1--6 |
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A SVM-Based Model for the evaluation of biometric sample qualityIEEE Symposium Series in Computational Intelligence - CIBIM workshop, 2011, Paris, France. pp.115-122, ⟨10.1109/CIBIM.2011.5949212⟩ |
Can Chronological Information Be Used As A Soft Biometric In Keystroke Dynamics ?Summer school in Advanced Studies on Biometrics for Secure Authentication, 2011, Alghero, Italy |
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Towards the Security Evaluation of Biometric Authentication SystemsInternational Conference on Security Science and Technology (ICSST), 2011, melbourne, Australia. pp.167-173 |
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Analysis of Template Update Strategies for Keystroke DynamicsIEEE Symposium Series on Computational Intelligence (SSCI 2011), Apr 2011, Paris, France. pp.21-28 |
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Sift Based Recognition of Finger Knuckle PrintThe third Norsk Information security conference (NISK), 2010, Gjovik, Norway. pp.45-56 |
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Evaluation of Biometric Systems: An SVM-Based Quality indexThe third Norsk Information security conference (NISK), 2010, Gjovik, Norway. pp.57--68 |
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A study of users' acceptance and satisfaction of biometric systemsIEEE International Carnahan Conference on Security Technology (ICCST), 2010, San Francisco, United States. ⟨10.1109/CCST.2010.5678678⟩ |
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Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face RecognitionThe 20th International Conference on Pattern Recognition, Aug 2010, Istanbul, Turkey. pp.4, ⟨10.1109/ICPR.2010.282⟩ |
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Fast Learning For Multibiometrics Systems Using Genetic AlgorithmsThe 2010 International Conference on High Performance Computing & Simulation (HPCS 2010), Jun 2010, Caen, France. pp.268-273 |
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Authentification faiblement contrainte par dynamique de frappe au clavierReconnaissance des Formes et Intelligence Artificielle, RFIA'2010, Jan 2010, Caen, France. pp.8 |
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Keystroke Dynamics Authentication For Collaborative SystemsThe IEEE International Symposium on Collaborative Technologies and Systems (CTS), May 2009, Baltimore, United States. pp.172--179, ⟨10.1109/CTS.2009.5067478⟩ |
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GREYC Keystroke: a Benchmark for Keystroke Dynamics Biometric SystemsIEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2009), Sep 2009, Washington, United States. pp.6, ⟨10.1109/BTAS.2009.5339051⟩ |
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Keystroke Dynamics With Low Constraints SVM Based Passphrase EnrollmentIEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2009), Sep 2009, Washington, United States. pp.6, ⟨10.1109/BTAS.2009.5339028⟩ |
Explainable AI in Image Classification Tasks: How to Choose the Best?Emotional Data Applications and Regulation of Artificial Intelligence in Society, 69, Springer Nature Switzerland, pp.49-70, 2025, Law, Governance and Technology Series, ⟨10.1007/978-3-031-80111-2_4⟩ |
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Computation of Pixel-Oriented Grid Layout for 2D Datasets Using VRGridArtificial Intelligence and Visualization: Advancing Visual Knowledge Discovery, 1126, Springer Nature Switzerland, pp.245-270, 2024, Studies in Computational Intelligence, ⟨10.1007/978-3-031-46549-9_8⟩ |
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FEM and Multi-Layered FEM: Feature Explanation Methods with Statistical Filtering of Important FeaturesEmerging Topics in Pattern Recognition and Artificial Intelligence, 09, WORLD SCIENTIFIC, pp.295-327, 2024, Series on Language Processing, Pattern Recognition, and Intelligent Systems, ⟨10.1142/9789811289125_0012⟩ |
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Relative Confusion Matrix: An Efficient Visualization for the Comparison of Classification ModelsArtificial Intelligence and Visualization: Advancing Visual Knowledge Discovery, 1126, Springer Nature Switzerland, pp.223-243, 2024, Studies in Computational Intelligence, ⟨10.1007/978-3-031-46549-9_7⟩ |
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Hierarchical and Multimodal Classification of Images from Soil Remediation ReportsDocument Analysis and Recognition – ICDAR 2021, 12821, Springer International Publishing, pp.160-175, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-86549-8_11⟩ |
La multibiométrieTraitement du signal et de l'image pour la biométrie, Hermès, Chapitre 9, 2012, 9782746238992 |
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Évaluation des performances d'un système biométriqueTraitement du signal et de l'image pour la biométrie, Hermès, Chapitre 11 - 23 p., 2012 |
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Keystroke Dynamics AuthenticationBiometrics, InTech, chapitre 8, 2011, 978-953-307-618-8. ⟨10.5772/17064⟩ |
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Performance Evaluation Of Behavioral Biometric SystemsBook on Behavioral Biometrics for Human Identification: Intelligent Applications, IGI, pp.21, 2009, ⟨10.4018/978-1-60566-725-6.ch003⟩ |
Evaluation of Biometric Systems2009 |
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Contributions à la dynamique de frappe au clavier : multibiométrie, biométrie douce et mise à jour de la référenceApprentissage [cs.LG]. Université de Caen, 2012. Français. ⟨NNT : ⟩ |
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Un (petit) pas vers l’explicabilité de l’intelligence artificielleInformatique [cs]. Université de Bordeaux, 2024 |