Romain Giot

71 papers A 3B 4C 8Journal 32Unranked 22
YearRankTypeTitle / Venue / Authors
2025 B conf
Biometric Confusion Matrix and Inter ZooPlot: Two Novel Visualizations for Biometric Verification Evaluation.
IJCB
Boyu Zhu, Romain Giot
2024 J jnl
Guaranteed Visibility in Scatterplots with Tolerance.
IEEE Trans. Vis. Comput. Graph.
Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui
2024 — conf
Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods.
ICPR (Workshops and Challenges, 6)
Hyeon Yu, Jenny Benois-Pineau, Romain Bourqui, Romain Giot, Alexey Zhukov
2024 J jnl
Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods.
CoRR
Hyeon Yu, Jenny Benois-Pineau, Romain Bourqui, Romain Giot, Alexey Zhukov
2024 J jnl
Overlap Removal by Stochastic Gradient Descent With(out) Shape Awareness.
IEEE Trans. Vis. Comput. Graph.
Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui
2024 J jnl
Toward Efficient Deep Learning for Graph Drawing (DL4GD).
IEEE Trans. Vis. Comput. Graph.
Loann Giovannangeli, Frédéric Lalanne, David Auber, Romain Giot, Romain Bourqui
2024 — book
Un (petit) pas vers l'explicabilité de l'intelligence artificielle. (A (small) step towards explainable artificial intelligence).
Romain Giot
2023 J jnl
Authorship Attribution of Social Media Messages.
IEEE Trans. Comput. Soc. Syst.
Antonio Theophilo, Romain Giot, Anderson Rocha
2023 J jnl
Evaluation of Explanation Methods of AI - CNNs in Image Classification Tasks with Reference-based and No-reference Metrics.
Adv. Artif. Intell. Mach. Learn.
Alexey Zhukov, Jenny Benois-Pineau, Romain Giot
2023 C conf
H²O: Heatmap by Hierarchical Occlusion.
CBMI
Luc-Etienne Pommé, Romain Bourqui, Romain Giot
2023 J jnl
NetPrune: A sparklines visualization for network pruning.
Vis. Informatics
Luc-Etienne Pommé, Romain Bourqui, Romain Giot, Jason Vallet, David Auber
2023 C conf
On the stability, correctness and plausibility of visual explanation methods based on feature importance.
CBMI
Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov
2023 J jnl
On the stability, correctness and plausibility of visual explanation methods based on feature importance.
CoRR
Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov
2023 J jnl
State of the Art of Visual Analytics for eXplainable Deep Learning.
Comput. Graph. Forum
Biagio La Rosa, Graziano Blasilli, Romain Bourqui, David Auber, Giuseppe Santucci, Roberto Capobianco, Enrico Bertini, Romain Giot, Marco Angelini
2022 J jnl
Color and Shape efficiency for outlier detection from automated to user evaluation.
Vis. Informatics
Loann Giovannangeli, Romain Bourqui, Romain Giot, David Auber
2022 J jnl
FORBID: Fast Overlap Removal By stochastic gradIent Descent for Graph Drawing.
CoRR
Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui
2022 A conf
FORBID: Fast Overlap Removal by Stochastic GradIent Descent for Graph Drawing.
GD
Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui
2022 — conf
Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network.
ICPR Workshops (3)
Korlan Rysbayeva, Romain Giot, Nicholas Journet
2022 — conf
Multi Layered Feature Explanation Method for Convolutional Neural Networks.
ICPRAI (1)
Luca Bourroux, Jenny Benois-Pineau, Romain Bourqui, Romain Giot
2022 J jnl
Reference-based and No-reference Metrics to Evaluate Explanation Methods of AI - CNNs in Image Classification Tasks.
CoRR
Alexey Zhukov, Jenny Benois-Pineau, Romain Giot
2022 C conf
Relative Confusion Matrix: Efficient Comparison of Decision Models.
IV
Luc-Etienne Pommé, Romain Bourqui, Romain Giot, David Auber
2022 C conf
VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout.
IV
Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber
2021 C conf
Analysis of Deep Neural Networks Correlations with Human Subjects on a Perception Task.
IV
Loann Giovannangeli, Romain Giot, David Auber, Jenny Benois-Pineau, Romain Bourqui
2021 A conf
Deep Neural Network for DrawiNg Networks, $${(DNN)^{\textit{2}\, }} $$.
GD
Loann Giovannangeli, Frédéric Lalanne, David Auber, Romain Giot, Romain Bourqui
2021 J jnl
Deep Neural Network for DrawiNg Networks, (DNN)
CoRR
Loann Giovannangeli, Frédéric Lalanne, David Auber, Romain Giot, Romain Bourqui
2021 — conf
Hierarchical and Multimodal Classification of Images from Soil Remediation Reports.
ICDAR (1)
Korlan Rysbayeva, Romain Giot, Nicholas Journet
2021 J jnl
Impacts of the Numbers of Colors and Shapes on Outlier Detection: from Automated to User Evaluation.
CoRR
Loann Giovannangeli, Romain Giot, David Auber, Romain Bourqui
2020 — conf
Deep Dive into Deep Neural Networks with Flows.
VISIGRAPP (3: IVAPP)
Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber
2020 — conf
Features Understanding in 3D CNNs for Actions Recognition in Video.
IPTA
Kazi Ahmed Asif Fuad, Pierre-Etienne Martin, Romain Giot, Romain Bourqui, Jenny Benois-Pineau, Akka Zemmari
2020 — conf
Samples Classification Analysis Across DNN Layers with Fractal Curves.
ICPR Workshops (3)
Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber
2020 J jnl
Toward automatic comparison of visualization techniques: Application to graph visualization.
Vis. Informatics
Loann Giovannangeli, Romain Bourqui, Romain Giot, David Auber
2019 J jnl
Adaptive Biometric Systems: Review and Perspectives.
ACM Comput. Surv.
Paulo Henrique Pisani, Abir Mhenni, Romain Giot, Estelle Cherrier, Norman Poh, André Carlos Ponce de Leon Ferreira de Carvalho, Christophe Rosenberger, Najoua Essoukri Ben Amara
2019 — conf
Siamese Networks for Static Keystroke Dynamics Authentication.
WIFS
Romain Giot, Anderson Rocha
2019 J jnl
Toward automatic comparison of visualization techniques: Application to graph visualization.
CoRR
Romain Bourqui, Romain Giot, David Auber
2018 — conf
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge.
CVPR Workshops
Rémi Delassus, Romain Giot
2018 J jnl
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge.
CoRR
Rémi Delassus, Romain Giot
2017 C conf
Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-Graphs.
IV
Romain Giot
2016 — conf
Audit d'une base de documents étiquetée.
CORIA-CIFED
Romain Giot, Romain Bourqui, Nicholas Journet, Anne Vialard
2016 — conf
Broken bikes detection using CitiBike bikeshare system open data.
SSCI
Rémi Delassus, Romain Giot, Raphael Cherrier, Gabriele Barbieri, Guy Melançon
2016 J jnl
Enhanced template update: Application to keystroke dynamics.
Comput. Secur.
Paulo Henrique Pisani, Romain Giot, André C. P. L. F. de Carvalho, Ana Carolina Lorena
2016 C conf
Zoo Graph: A New Visualisation for Biometric System Evaluation.
IV
Romain Giot, Romain Bourqui, Mohamad El-Abed
2015 J jnl
A review on the public benchmark databases for static keystroke dynamics.
Comput. Secur.
Romain Giot, Bernadette Dorizzi, Christophe Rosenberger
2015 C conf
Fast Graph Drawing Algorithm Revealing Networks Cores.
IV
Romain Giot, Romain Bourqui
2015 A conf
Visual graph analysis for quality assessment of manually labelled documents image database.
ICDAR
Romain Giot, Romain Bourqui, Nicholas Journet, Anne Vialard
2014 — conf
Predicting bikeshare system usage up to one day ahead.
CIVTS
Romain Giot, Raphael Cherrier
2014 — conf
Verhaltensanalyse zur Erkennung von Missbrauch mobiler Geldtransferdienste.
Sicherheit
Roland Rieke, Maria Zhdanova, Jürgen Repp, Romain Giot, Chrystel Gaber
2013 — conf
A New Protocol to Evaluate the Resistance of Template Update Systems against Zero-Effort Attacks.
CVPR Workshops
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
2013 J jnl
Fast computation of the performance evaluation of biometric systems: Application to multibiometrics.
Future Gener. Comput. Syst.
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
2013 B conf
Fraud Detection in Mobile Payments Utilizing Process Behavior Analysis.
ARES
Roland Rieke, Maria Zhdanova, Jürgen Repp, Romain Giot, Chrystel Gaber
2012 J jnl
A new soft biometric approach for keystroke dynamics based on gender recognition.
Int. J. Inf. Technol. Manag.
Romain Giot, Christophe Rosenberger
2012 — conf
Analysis of the acquisition process for keystroke dynamics.
BIOSIG
Romain Giot, Alexandre Ninassi, Mohamad El-Abed, Christophe Rosenberger
2012 — conf
Can Chronological Information be Used as a Soft Biometric in Keystroke Dynamics?
IIH-MSP
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
2012 — —
Contributions à la dynamique de frappe au clavier : multibiométrie, biométrie douce et mise à jour de la référence. (Contribution to keystroke dynamics: mulitbiometrics, soft biometrics and template update).
Romain Giot
2012 J jnl
Evaluation of biometric systems: a study of users' acceptance and satisfaction.
Int. J. Biom.
Mohamad El-Abed, Romain Giot, Baptiste Hemery, Christophe Rosenberger
2012 J jnl
Fast computation of the performance evaluation of biometric systems: application to multibiometric
CoRR
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
2012 J jnl
Genetic Programming for Multibiometrics
CoRR
Romain Giot, Christophe Rosenberger
2012 J jnl
Genetic programming for multibiometrics.
Expert Syst. Appl.
Romain Giot, Christophe Rosenberger
2012 J jnl
Hybrid Template Update System for Unimodal Biometric Systems
CoRR
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
2012 — conf
Hybrid template update system for unimodal biometric systems.
BTAS
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
2012 J jnl
Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI)
CoRR
Romain Giot, Christophe Charrier, Maxime Descoteaux
2012 B conf
Local water diffusion phenomenon clustering from high angular resolution diffusion imaging (HARDI).
ICPR
Romain Giot, Christophe Charrier, Maxime Descoteaux
2012 J jnl
Performance Evaluation of Biometric Template Update
CoRR
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
2012 J jnl
Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis
CoRR
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
2012 — conf
Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis.
IIH-MSP
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
2011 — conf
A SVM-based model for the evaluation of biometric sample quality.
CIBIM
Mohamad El-Abed, Romain Giot, Baptiste Hemery, Christophe Charrier, Christophe Rosenberger
2011 — conf
Analysis of template update strategies for keystroke dynamics.
CIBIM
Romain Giot, Bernadette Dorizzi, Christophe Rosenberger
2011 J jnl
Unconstrained keystroke dynamics authentication with shared secret.
Comput. Secur.
Romain Giot, Mohamad El-Abed, Baptiste Hemery, Christophe Rosenberger
2010 — conf
Fast learning for multibiometrics systems using genetic algorithms.
HPCS
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
2010 B conf
Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition.
ICPR
Romain Giot, Baptiste Hemery, Christophe Rosenberger
2009 J jnl
Keystroke Dynamics Authentication For Collaborative Systems
CoRR
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
2009 — conf
Keystroke dynamics authentication for collaborative systems.
CTS
Romain Giot, Mohamad El-Abed, Christophe Rosenberger