Keystroke dynamics authentication for collaborative systems. - Romain Giot; Mohamad El-Abed; Christophe Rosenberger (CTS, 2009)

Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition. - Romain Giot; Baptiste Hemery; Christophe Rosenberger (ICPR, 2010)

Fast learning for multibiometrics systems using genetic algorithms. - Romain Giot; Mohamad El-Abed; Christophe Rosenberger (HPCS, 2010)

A SVM-based model for the evaluation of biometric sample quality. - Mohamad El-Abed; Romain Giot; Baptiste Hemery; Christophe Charrier; Christophe Rosenberger (CIBIM, 2011)

Analysis of template update strategies for keystroke dynamics. - Romain Giot; Bernadette Dorizzi; Christophe Rosenberger (CIBIM, 2011)

Unconstrained keystroke dynamics authentication with shared secret. - Romain Giot; Mohamad El-Abed; Baptiste Hemery; Christophe Rosenberger (Comput. Secur., 2011)

Analysis of the acquisition process for keystroke dynamics. - Romain Giot; Alexandre Ninassi; Mohamad El-Abed; Christophe Rosenberger (BIOSIG, 2012)

Hybrid template update system for unimodal biometric systems. - Romain Giot; Christophe Rosenberger; Bernadette Dorizzi (BTAS, 2012)

Local water diffusion phenomenon clustering from high angular resolution diffusion imaging (HARDI). - Romain Giot; Christophe Charrier; Maxime Descoteaux (ICPR, 2012)

Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis. - Romain Giot; Mohamad El-Abed; Christophe Rosenberger (IIH-MSP, 2012)

Can Chronological Information be Used as a Soft Biometric in Keystroke Dynamics? - Romain Giot; Christophe Rosenberger; Bernadette Dorizzi (IIH-MSP, 2012)

Fast computation of the performance evaluation of biometric systems: application to multibiometric - Romain Giot; Mohamad El-Abed; Christophe Rosenberger (CoRR, 2012)

Performance Evaluation of Biometric Template Update - Romain Giot; Christophe Rosenberger; Bernadette Dorizzi (CoRR, 2012)

Genetic programming for multibiometrics. - Romain Giot; Christophe Rosenberger (Expert Syst. Appl., 2012)

Evaluation of biometric systems: a study of users' acceptance and satisfaction. - Mohamad El-Abed; Romain Giot; Baptiste Hemery; Christophe Rosenberger (Int. J. Biom., 2012)

A new soft biometric approach for keystroke dynamics based on gender recognition. - Romain Giot; Christophe Rosenberger (Int. J. Inf. Technol. Manag., 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)

Fraud Detection in Mobile Payments Utilizing Process Behavior Analysis. - Roland Rieke; Maria Zhdanova; Jürgen Repp; Romain Giot; Chrystel Gaber (ARES, 2013)

A New Protocol to Evaluate the Resistance of Template Update Systems against Zero-Effort Attacks. - Romain Giot; Christophe Rosenberger; Bernadette Dorizzi (CVPR Workshops, 2013)

Fast computation of the performance evaluation of biometric systems: Application to multibiometrics. - Romain Giot; Mohamad El-Abed; Christophe Rosenberger (Future Gener. Comput. Syst., 2013)

Predicting bikeshare system usage up to one day ahead. - Romain Giot; Raphael Cherrier (CIVTS, 2014)

Verhaltensanalyse zur Erkennung von Missbrauch mobiler Geldtransferdienste. - Roland Rieke; Maria Zhdanova; Jürgen Repp; Romain Giot; Chrystel Gaber (Sicherheit, 2014)

Visual graph analysis for quality assessment of manually labelled documents image database. - Romain Giot; Romain Bourqui; Nicholas Journet; Anne Vialard (ICDAR, 2015)

Fast Graph Drawing Algorithm Revealing Networks Cores. - Romain Giot; Romain Bourqui (IV, 2015)

A review on the public benchmark databases for static keystroke dynamics. - Romain Giot; Bernadette Dorizzi; Christophe Rosenberger (Comput. Secur., 2015)

Audit d'une base de documents étiquetée. - Romain Giot; Romain Bourqui; Nicholas Journet; Anne Vialard (CORIA-CIFED, 2016)

Zoo Graph: A New Visualisation for Biometric System Evaluation. - Romain Giot; Romain Bourqui; Mohamad El-Abed (IV, 2016)

Broken bikes detection using CitiBike bikeshare system open data. - Rémi Delassus; Romain Giot; Raphael Cherrier; Gabriele Barbieri; Guy Melançon (SSCI, 2016)

Enhanced template update: Application to keystroke dynamics. - Paulo Henrique Pisani; Romain Giot; André C. P. L. F. de Carvalho; Ana Carolina Lorena (Comput. Secur., 2016)

Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-Graphs. - Romain Giot (IV, 2017)

CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge. - Rémi Delassus; Romain Giot (CVPR Workshops, 2018)

Siamese Networks for Static Keystroke Dynamics Authentication. - Romain Giot; Anderson Rocha 001 (WIFS, 2019)

Toward automatic comparison of visualization techniques: Application to graph visualization. - Romain Bourqui; Romain Giot; David Auber (CoRR, 2019)

Adaptive Biometric Systems: Review and Perspectives. - 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 (ACM Comput. Surv., 2019)

Deep Dive into Deep Neural Networks with Flows. - Adrien Halnaut; Romain Giot; Romain Bourqui; David Auber (VISIGRAPP (3: IVAPP), 2020)

Samples Classification Analysis Across DNN Layers with Fractal Curves. - Adrien Halnaut; Romain Giot; Romain Bourqui; David Auber (ICPR Workshops (3), 2020)

Features Understanding in 3D CNNs for Actions Recognition in Video. - Kazi Ahmed Asif Fuad; Pierre-Etienne Martin; Romain Giot; Romain Bourqui; Jenny Benois-Pineau; Akka Zemmari (IPTA, 2020)

Toward automatic comparison of visualization techniques: Application to graph visualization. - Loann Giovannangeli; Romain Bourqui; Romain Giot; David Auber (Vis. Informatics, 2020)

Deep Neural Network for DrawiNg Networks, $${(DNN)^{ textit{2} , }} $$. - Loann Giovannangeli; Frédéric Lalanne; David Auber; Romain Giot; Romain Bourqui (GD, 2021)

Hierarchical and Multimodal Classification of Images from Soil Remediation Reports. - Korlan Rysbayeva; Romain Giot; Nicholas Journet (ICDAR (1), 2021)

Analysis of Deep Neural Networks Correlations with Human Subjects on a Perception Task. - Loann Giovannangeli; Romain Giot; David Auber; Jenny Benois-Pineau; Romain Bourqui (IV, 2021)

Impacts of the Numbers of Colors and Shapes on Outlier Detection: from Automated to User Evaluation. - Loann Giovannangeli; Romain Giot; David Auber; Romain Bourqui (CoRR, 2021)

Deep Neural Network for DrawiNg Networks, (DNN)2. - Loann Giovannangeli; Frédéric Lalanne; David Auber; Romain Giot; Romain Bourqui (CoRR, 2021)

FORBID: Fast Overlap Removal by Stochastic GradIent Descent for Graph Drawing. - Loann Giovannangeli; Frédéric Lalanne; Romain Giot; Romain Bourqui (GD, 2022)

Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network. - Korlan Rysbayeva; Romain Giot; Nicholas Journet (ICPR Workshops (3), 2022)

Multi Layered Feature Explanation Method for Convolutional Neural Networks. - Luca Bourroux; Jenny Benois-Pineau; Romain Bourqui; Romain Giot (ICPRAI (1), 2022)

VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout. - Adrien Halnaut; Romain Giot; Romain Bourqui; David Auber (IV, 2022)

Relative Confusion Matrix: Efficient Comparison of Decision Models. - Luc-Etienne Pommé; Romain Bourqui; Romain Giot; David Auber (IV, 2022)

Reference-based and No-reference Metrics to Evaluate Explanation Methods of AI - CNNs in Image Classification Tasks. - Alexey Zhukov; Jenny Benois-Pineau; Romain Giot (CoRR, 2022)

Color and Shape efficiency for outlier detection from automated to user evaluation. - Loann Giovannangeli; Romain Bourqui; Romain Giot; David Auber (Vis. Informatics, 2022)

H²O: Heatmap by Hierarchical Occlusion. - Luc-Etienne Pommé; Romain Bourqui; Romain Giot (CBMI, 2023)

On the stability, correctness and plausibility of visual explanation methods based on feature importance. - Romain Xu-Darme; Jenny Benois-Pineau; Romain Giot; Georges Quénot; Zakaria Chihani; Marie-Christine Rousset; Alexey Zhukov (CBMI, 2023)

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 (Adv. Artif. Intell. Mach. Learn., 2023)

State of the Art of Visual Analytics for eXplainable Deep Learning. - Biagio La Rosa; Graziano Blasilli; Romain Bourqui; David Auber; Giuseppe Santucci; Roberto Capobianco; Enrico Bertini; Romain Giot; Marco Angelini (Comput. Graph. Forum, 2023)

Authorship Attribution of Social Media Messages. - Antonio Theophilo; Romain Giot; Anderson Rocha 001 (IEEE Trans. Comput. Soc. Syst., 2023)

NetPrune: A sparklines visualization for network pruning. - Luc-Etienne Pommé; Romain Bourqui; Romain Giot; Jason Vallet; David Auber (Vis. Informatics, 2023)

Un (petit) pas vers l'explicabilité de l'intelligence artificielle. (A (small) step towards explainable artificial intelligence). - Romain Giot (2024)

Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods. - Hyeon Yu; Jenny Benois-Pineau; Romain Bourqui; Romain Giot; Alexey Zhukov (ICPR (Workshops and Challenges, 6), 2024)

Guaranteed Visibility in Scatterplots with Tolerance. - Loann Giovannangeli; Frédéric Lalanne; Romain Giot; Romain Bourqui (IEEE Trans. Vis. Comput. Graph., 2024)

Toward Efficient Deep Learning for Graph Drawing (DL4GD). - Loann Giovannangeli; Frédéric Lalanne; David Auber; Romain Giot; Romain Bourqui (IEEE Trans. Vis. Comput. Graph., 2024)

Overlap Removal by Stochastic Gradient Descent With(out) Shape Awareness. - Loann Giovannangeli; Frédéric Lalanne; Romain Giot; Romain Bourqui (IEEE Trans. Vis. Comput. Graph., 2024)