Romain Giot Maître de conférences

Publications

Article dans une revue (17)

Overlap Removal by Stochastic Gradient Descent with(out) Shape Awareness Loann Giovannangeli,Frédéric Lalanne,Romain Giot,Romain Bourqui IEEE Transactions on Visualization and Computer Graphics, 2024, pp.1-17. ⟨10.1109/TVCG.2024.3351479⟩ Article dans une revue hal-04404942v1
State of the Art of Visual Analytics for eXplainable Deep Learning B. La Rosa,G. Blasilli,R. Bourqui,D. Auber,G. Santucciet al. Computer Graphics Forum, In press, ⟨10.1111/cgf.14733⟩ Article dans une revue hal-03980917v1
Evaluation of Explanation Methods of AI - CNNs in Image Classification Tasks with Reference-based and No-reference Metrics Alexey Zhukov,Jenny Benois-Pineau,Romain Giot Advances in Artificial Intelligence and Machine Learning, 2023, 03 (01), pp.620-646. ⟨10.54364/AAIML.2023.1143⟩ Article dans une revue hal-04698555v1
Guaranteed Visibility in Scatterplots with Tolerance Loann Giovannangeli,Frédéric Lalanne,Romain Giot,Romain Bourqui IEEE Transactions on Visualization and Computer Graphics, 2023, pp.1-11. ⟨10.1109/TVCG.2023.3326596⟩ Article dans une revue hal-04198637v1
NetPrune: A sparklines visualization for network pruning Luc-Etienne Pommé,Romain Bourqui,Romain Giot,Jason Vallet,David Auber Visual Informatics, 2023, ⟨10.1016/j.visinf.2023.04.001⟩ Article dans une revue hal-04115344v1
Toward Efficient Deep Learning for Graph Drawing (DL4GD) Loann Giovannangeli,Frederic Lalanne,David Auber,Romain Giot,Romain Bourqui IEEE Transactions on Visualization and Computer Graphics, 2022, pp.1-16. ⟨10.1109/TVCG.2022.3222186⟩ Article dans une revue hal-03901281v1
Color and Shape efficiency for outlier detection from automated to user evaluation Loann Giovannangeli,Romain Bourqui,Romain Giot,David Auber Visual Informatics, 2022, ⟨10.1016/j.visinf.2022.03.001⟩ Article dans une revue hal-03617222v1
Toward automatic comparison of visualization techniques: Application to graph visualization Loann Giovannangeli,Romain Bourqui,Romain Giot,David Auber Visual Informatics, 2020, 4 (2), pp.86-98. ⟨10.1016/j.visinf.2020.04.002⟩ Article dans une revue hal-02899895v1
Adaptive Biometric Systems: Review and Perspectives Paulo Henrique Pisani,Abir Mhenni,Romain Giot,Estelle Cherrier,Norman Pohet al. ACM Computing Surveys, 2019, 1 Article dans une revue hal-02175778v1
Enhanced template update: Application to keystroke dynamics Paulo Henrique Pisani,Romain Giot,André C.P.L.F. de Carvalho,Ana Carolina Lorena Computers & Security, 2016, 60, pp.134-153. ⟨10.1016/j.cose.2016.04.004⟩ Article dans une revue hal-01309419v1
A Review on the Public Benchmark Databases for Static Keystroke Dynamics Romain Giot,Bernadette Dorizzi,Christophe Rosenberger Computers & Security, 2015, pp.1-35 Article dans une revue hal-01168513v1
Fast computation of the performance evaluation of biometric systems: application to multibiometric Romain Giot,Mohamad El-Abed,Christophe Rosenberger Future Generation Computer Systems, 2013, pp.10.1016/j.future.2012.02.003. ⟨10.1016/j.future.2012.02.003⟩ Article dans une revue hal-00674526v1
Evaluation of Biometric Systems : A Study of Users' Acceptance and Satisfaction Mohamad El-Abed,Romain Giot,Baptiste Hemery,Christophe Rosenberger International Journal of Biometrics, 2012, pp.1-27. ⟨10.1504/IJBM.2012.047644⟩ Article dans une revue hal-00984024v1
Genetic Programming for Multibiometrics Romain Giot,Christophe Rosenberger Expert Systems with Applications, 2012, 39 (2), pp.1837--1847. ⟨10.1016/j.eswa.2011.08.066⟩ Article dans une revue hal-00671952v1
Towards the Security Evaluation of Biometric Authentication Systems Mohamad El-Abed,Romain Giot,Baptiste Hemery,Jean-Jacques Schwartzmann,Christophe Rosenberger IACSIT International Journal of Engineering and Technology, 2012, pp.315-320 Article dans une revue hal-01076720v1
A New Soft Biometric Approach For Keystroke Dynamics Based On Gender Recognition Romain Giot,Christophe Rosenberger International Journal of Information Technology and Management (IJITM) Special Issue on: "Advances and Trends in Biometrics". Dr Lidong Wang (IF 0.727), 2012, 11, pp.1-16. ⟨10.1504/IJITM.2012.044062⟩ Article dans une revue hal-00991142v1
Unconstrained Keystroke Dynamics Authentication with Shared Secret Romain Giot,Mohamad El-Abed,Baptiste Hemery,Christophe Rosenberger Computers & Security, 2011, 30 (6-7), pp.427-445. ⟨10.1016/j.cose.2011.03.004⟩ Article dans une revue hal-00628554v1

Communication dans un congrès (46)

Dataset Bias Detection for Biometric Verification with the Biometric Confusion Matrix: A Preliminary Experiment on Keystroke Dynamics Boyu Zhu,Romain Giot EGC 2026 EXPLAIN'AI Workshop, Jan 2026, Anglet, France Communication dans un congrès hal-05470632v1
Biometric Confusion Matrix and Inter ZooPlot: Two Novel Visualizations for Biometric Verification Evaluation Boyu Zhu,Romain Giot IEEE International Joint Conference on Biometrics (IJCB 2025), Sep 2025, Osaka, Japan Communication dans un congrès hal-05265327v1
Explicabilité de l'IA Romain Giot Semaine Data-SHS, Plateforme universitaire des données de Bordeaux _ PUD-Bx; MSH-Bx; Université de Bordeaux; PROGEDO, Dec 2023, Bordeaux, France Communication dans un congrès hal-04353243v1
H²O: Heatmap by Hierarchical Occlusion Luc-Etienne Pommé,Romain Bourqui,Romain Giot CBMI 2023, Sep 2023, Orléans, France Communication dans un congrès hal-04212098v1
Multi Layered Feature Explanation Method for Convolutional Neural Networks ⋆ Luca Bourroux,Jenny Benois-Pineau,Romain Bourqui,Romain Giot International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), Jun 2022, Paris, France. ⟨10.1007/978-3-031-09037-0_49⟩ Communication dans un congrès hal-03689004v1
Graph-based Analysis of Hierarchical Embedding Generated by Deep Neural Network Korlan Rysbayeva,Romain Giot,Nicholas Journet 2-nd Workshop on Explainable and Ethical AI – ICPR 2022, Aug 2022, Montréal, Canada Communication dans un congrès hal-03981883v1
VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout Adrien Halnaut,Romain Giot,Romain Bourqui,David Auber 26th International Conference Information Visualisation, Jul 2022, Vienna, Austria. pp.11-20 Communication dans un congrès hal-03700588v1
Samples Classification Analysis Across DNN Layers with Fractal Curves Adrien Halnaut,Romain Giot,Romain Bourqui,D. Auber ICPR 2020's Workshop Explainable Deep Learning for AI, Jan 2021, Milano (virtual), Italy Communication dans un congrès hal-03111634v1
Features Understanding in 3D CNNs for Actions Recognition in Video Kazi Ahmed Asif Fuad,Pierre-Etienne Martin,Romain Giot,Romain Bourqui,Jenny Benois-Pineauet al. Tenth International Conference on Image Processing Theory, Tools and Applications, IPTA 2020, Oct 2020, Paris, France Communication dans un congrès hal-02963298v1
Deep Dive into Deep Neural Networks with Flows Adrien Halnaut,Romain Giot,Romain Bourqui,David Auber Proceedings 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 Communication dans un congrès hal-02492393v1
Siamese Networks for Static Keystroke Dynamics Authentication Romain Giot,Anderson Rocha IEEE International Workshop on Information Forensics and Security, Dec 2019, Delft, Netherlands Communication dans un congrès hal-02424675v1
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge Rémi Delassus,Romain Giot Conference on Computer Vision and Pattern Recognition Workshops, Jun 2018, Salt Lake City, United States Communication dans un congrès hal-01824749v1
Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-graphs Romain Giot 21st International Conference Information Visualisation, Jul 2017, London, France. ⟨10.1109/iV.2017.17⟩ Communication dans un congrès hal-01575950v1
Détection de vélos inutilisables grâce aux données ouvertes du système de vélos en libre service Citibike Rémi Delassus,Romain Giot,Guy Melançon,Raphael Cherrier Journée Transports Intelligents - RFIA 2016, Jun 2016, Clermont Ferrand, France Communication dans un congrès hal-01338831v1
Broken Bikes Detection Using CitiBike Bikeshare System Open Data Rémi Delassus,Romain Giot,Raphael Cherrier,Gabriele Barbieri,Guy Melançon IEEE Symposium Series on Computational Intelligence (SSCI 2016), Dec 2016, Athenes, Greece Communication dans un congrès hal-01428773v1
Zoo Graph: a New Visualisation for Biometric System Evaluation Romain Giot,Romain Bourqui,Mohamad El-Abed Information Visualisation 2016 (IV2016), Jul 2016, Lisbonne, Portugal Communication dans un congrès hal-01355690v1
Audit d’une base de documents étiquetée Romain Giot,Romain Bourqui,Nicholas Journet,Anne Vialard Colloque International Francophone sur l’Écrit et le Document 2016 (CIFED), Mar 2016, Toulouse, France. pp.153-166 Communication dans un congrès hal-01286564v1
Visual Graph Analysis for Quality Assessment of Manually Labelled Documents Image Database Romain Giot,Romain Bourqui,Nicholas Journet,Anne Vialard 13th International Conference on Document Analysis and Recognition (ICDAR 2015), Aug 2015, Tunis, Tunisia. pp.7 Communication dans un congrès hal-01170011v1
Fast Graph Drawing Algorithm Revealing Networks Cores Romain Giot,Romain Bourqui Proceedings of the 19th International Conference Information Visualisation, Jul 2015, Barcelone, Spain Communication dans un congrès hal-01170017v1
Verhaltensanalyse zur Erkennung von Missbrauch mobiler Geldtransferdienste Roland Rieke,Maria Zhdanova,Jürgen Repp,Romain Giot,Chrystel Gaber GI Sicherheit 2014, Mar 2014, Germany. pp.271-282 Communication dans un congrès hal-00968482v1
Predicting Bikeshare System Usage Up to One Day Ahead Romain Giot,Raphael Cherrier IEEE 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 Communication dans un congrès hal-01065983v1
Fraud Detection in Mobile Payments Utilizing Process Behavior Analysis Roland Rieke,Maria Zhdanova,Jürgen Repp,Romain Giot,Chrystel Gaber The 2nd International Workshop on Recent Advances in Security Information and Event Management (RaSIEM 2013), Sep 2013, France. pp.8 Communication dans un congrès hal-00841002v1
Classification de phénomènes de diffusion de l'eau de données d'IRM de diffusion Romain Giot,Maxime Descoteaux,Christophe Charrier GRETSI 2013, Sep 2013, France. pp.ID367 Communication dans un congrès hal-00880866v1
Analyse des comportements dans un système de transfert d'argent sur mobile Chrystel Gaber,Romain Giot,Mohammed Achemlal,Baptiste Hemery,Marc Pasquetet al. 8ème Conférence sur la Sécurité des Architectures Réseaux et Systèmes d'Information (SAR SSI), Sep 2013, Mont-de-Marsan, France. pp.10 Communication dans un congrès hal-00848340v1
Predictive Security Analysis - Concepts, Implementation, first Results in Industrial Scenario Roland Rieke,Romain Giot,Chrystel Gaber CYBER SECURITY & PRIVACY EU FORUM 2013, Apr 2013, Bruxelles, Belgium Communication dans un congrès hal-00816962v1
A new protocol to evaluate the resistance of template update systems against zero-effort attacks Romain Giot,Christophe Rosenberger,Bernadette Dorizzi CVPR 2013: Conference on Computer Vision and Pattern Recognition Workshops, Jun 2013, Portland, United States. pp.131-137, ⟨10.1109/CVPRW.2013.27⟩ Communication dans un congrès hal-00820379v1
Can Chronological Information Be Used As A Soft Biometric In Keystroke Dynamics? Romain Giot,Christophe Rosenberger,Bernadette Dorizzi The Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2012), Jul 2012, Piraeus, Greece. pp.1-4 Communication dans un congrès hal-00714261v1
Analysis of the Acquisition Process for Keystroke Dynamics Romain Giot,Alexandre Ninassi,Mohamad El-Abed,Christophe Rosenberger International Conference of the Biometrics Special Interest Group, Sep 2012, Darmstadt, Germany. pp.123--134 Communication dans un congrès hal-00730381v1
Reconnaissance du genre par analyse de dynamique de frappe au clavier sur texte libre Romain Giot,Christophe Rosenberger,Bernadette Dorizzi 7ème Conférence sur la Sécurité des Architectures Réseaux et Systèmes d'Information (SAR-SSI 2012), May 2012, Cabourg, France, France. pp.111-118 Communication dans un congrès hal-00700618v1
Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI) Romain Giot,Christophe Charrier,Maxime Descoteaux IAPR International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba, Japan, France. pp.1-5 Communication dans un congrès hal-00713993v1
Performance Evaluation of Biometric Template Update Romain Giot,Christophe Rosenberger,Bernadette Dorizzi International Biometric Performance Testing Conference 2012, Mar 2012, Gaithersburg, MD, USA, United States. pp.1--6 Communication dans un congrès hal-00674551v1
Hybrid Template Update System for Unimodal Biometric Systems Romain Giot,Christophe Rosenberger,Bernadette Dorizzi IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2012), Sep 2012, Washington, District of Columbia, USA, France. pp.1--7 Communication dans un congrès hal-00714241v1
Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis Romain Giot,Mohamad El-Abed,Christophe Rosenberger The Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2012), Jul 2012, Piraeus, Greece. pp.1-5 Communication dans un congrès hal-00714251v1
Analysis of Template Update Strategies for Keystroke Dynamics Romain Giot,Bernadette Dorizzi,Christophe Rosenberger IEEE Symposium Series on Computational Intelligence (SSCI 2011), Apr 2011, Paris, France. pp.21-28 Communication dans un congrès hal-00587106v2
Towards the Security Evaluation of Biometric Authentication Systems Mohamad El-Abed,Romain Giot,Baptiste Hemery,Christophe Rosenberger,Jean-Jacques Schwartzmann International Conference on Security Science and Technology (ICSST), 2011, melbourne, Australia. pp.167-173 Communication dans un congrès hal-00991149v1
A SVM-Based Model for the evaluation of biometric sample quality Mohamad El-Abed,Romain Giot,Baptiste Hemery,Christophe Charrier,Christophe Rosenberger IEEE Symposium Series in Computational Intelligence - CIBIM workshop, 2011, Paris, France. pp.115-122, ⟨10.1109/CIBIM.2011.5949212⟩ Communication dans un congrès hal-00992462v1
Can Chronological Information Be Used As A Soft Biometric In Keystroke Dynamics ? Romain Giot,Bernadette Dorizzi,Christophe Rosenberger Summer school in Advanced Studies on Biometrics for Secure Authentication, 2011, Alghero, Italy Communication dans un congrès hal-01002649v1
A study of users' acceptance and satisfaction of biometric systems Mohamad El-Abed,Romain Giot,Baptiste Hemery,Christophe Rosenberger IEEE International Carnahan Conference on Security Technology (ICCST), 2010, San Francisco, United States. ⟨10.1109/CCST.2010.5678678⟩ Communication dans un congrès hal-00991086v1
Sift Based Recognition of Finger Knuckle Print Baptiste Hemery,Romain Giot,Christophe Rosenberger The third Norsk Information security conference (NISK), 2010, Gjovik, Norway. pp.45-56 Communication dans un congrès hal-00995114v1
Evaluation of Biometric Systems: An SVM-Based Quality index Mohamad El-Abed,Romain Giot,Christophe Charrier,Christophe Rosenberger The third Norsk Information security conference (NISK), 2010, Gjovik, Norway. pp.57--68 Communication dans un congrès hal-00995094v1
Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition Romain Giot,Baptiste Hemery,Christophe Rosenberger The 20th International Conference on Pattern Recognition, Aug 2010, Istanbul, Turkey. pp.4, ⟨10.1109/ICPR.2010.282⟩ Communication dans un congrès hal-00503103v1
Fast Learning For Multibiometrics Systems Using Genetic Algorithms Romain Giot,Mohamad El-Abed,Christophe Rosenberger The 2010 International Conference on High Performance Computing & Simulation (HPCS 2010), Jun 2010, Caen, France. pp.268-273 Communication dans un congrès hal-00503096v1
Authentification faiblement contrainte par dynamique de frappe au clavier Romain Giot,Mohamad El-Abed,Christophe Rosenberger Reconnaissance des Formes et Intelligence Artificielle, RFIA'2010, Jan 2010, Caen, France. pp.8 Communication dans un congrès hal-00472618v1
Keystroke Dynamics With Low Constraints SVM Based Passphrase Enrollment Romain Giot,Mohamad El-Abed,Christophe Rosenberger IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2009), Sep 2009, Washington, United States. pp.6, ⟨10.1109/BTAS.2009.5339028⟩ Communication dans un congrès hal-00432775v1
Keystroke Dynamics Authentication For Collaborative Systems Romain Giot,Mohamad El-Abed,Christophe Rosenberger The IEEE International Symposium on Collaborative Technologies and Systems (CTS), May 2009, Baltimore, United States. pp.172--179, ⟨10.1109/CTS.2009.5067478⟩ Communication dans un congrès hal-00432764v1
GREYC Keystroke: a Benchmark for Keystroke Dynamics Biometric Systems Romain Giot,Mohamad El-Abed,Christophe Rosenberger IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2009), Sep 2009, Washington, United States. pp.6, ⟨10.1109/BTAS.2009.5339051⟩ Communication dans un congrès hal-00432768v1

Chapitre d'ouvrage (9)

Explainable AI in Image Classification Tasks: How to Choose the Best? Alexey Zhukov,Jenny Benois-Pineau,Romain Giot,Romain Bourqui 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⟩ Chapitre d'ouvrage hal-04999611v1
Relative Confusion Matrix: An Efficient Visualization for the Comparison of Classification Models Luc Etienne Pommé,Romain Bourqui,Romain Giot,David Auber Artificial 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⟩ Chapitre d'ouvrage hal-04631412v1
Computation of Pixel-Oriented Grid Layout for 2D Datasets Using VRGrid Adrien Halnaut,Romain Giot,Romain Bourqui,David Auber Artificial 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⟩ Chapitre d'ouvrage hal-04631405v1
FEM and Multi-Layered FEM: Feature Explanation Methods with Statistical Filtering of Important Features Alexey Zhukov,Jenny Benois-Pineau,Romain Giot,Romain Bourqui,Luca Bourroux Emerging 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⟩ Chapitre d'ouvrage hal-04698686v1
Hierarchical and Multimodal Classification of Images from Soil Remediation Reports Korlan Rysbayeva,Romain Giot,Nicholas Journet Document 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⟩ Chapitre d'ouvrage hal-03360311v1
La multibiométrie Romain Giot,Baptiste Hemery,Estelle Cherrier,Christophe Rosenberger Traitement du signal et de l'image pour la biométrie, Hermès, Chapitre 9, 2012, 9782746238992 Chapitre d'ouvrage hal-01001617v1
Évaluation des performances d'un système biométrique Mohamad El-Abed,Romain Giot,Baptiste Hemery,Julien Mahier,Christophe Rosenberger Traitement du signal et de l'image pour la biométrie, Hermès, Chapitre 11 - 23 p., 2012 Chapitre d'ouvrage hal-01000267v1
Keystroke Dynamics Authentication Romain Giot,Mohamad El-Abed,Christophe Rosenberger Biometrics, InTech, chapitre 8, 2011, 978-953-307-618-8. ⟨10.5772/17064⟩ Chapitre d'ouvrage hal-00990373v1
Performance Evaluation Of Behavioral Biometric Systems Fouad Cherifi,Baptiste Hemery,Romain Giot,Marc Pasquet,Christophe Rosenberger Book on Behavioral Biometrics for Human Identification: Intelligent Applications, IGI, pp.21, 2009, ⟨10.4018/978-1-60566-725-6.ch003⟩ Chapitre d'ouvrage hal-00990311v1

Autre publication scientifique (1)

Evaluation of Biometric Systems Mohamad El-Abed,Romain Giot,Christophe Rosenberger 2009 Autre publication scientifique hal-01000050v1

Rapport (1)

État de l'art: Apprentissage incrémental pour les systèmes biométriques. Romain Giot 2011 Rapport hal-00581700v1

Thèse (1)

Contributions à la dynamique de frappe au clavier : multibiométrie, biométrie douce et mise à jour de la référence Romain Giot Apprentissage [cs.LG]. Université de Caen, 2012. Français. ⟨NNT : ⟩ Thèse tel-00748915v1

HDR (1)

Un (petit) pas vers l’explicabilité de l’intelligence artificielle Romain Giot Informatique [cs]. Université de Bordeaux, 2024 HDR tel-04463271v2