Romain Giot

Orcid: 0000-0002-0638-7504

According to our database1, Romain Giot authored at least 60 papers between 2009 and 2024.

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Bibliography

2024
Toward Efficient Deep Learning for Graph Drawing (DL4GD).
IEEE Trans. Vis. Comput. Graph., February, 2024

Guaranteed Visibility in Scatterplots with Tolerance.
IEEE Trans. Vis. Comput. Graph., January, 2024

Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods.
CoRR, 2024

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

2023
NetPrune: A sparklines visualization for network pruning.
Vis. Informatics, June, 2023

Authorship Attribution of Social Media Messages.
IEEE Trans. Comput. Soc. Syst., February, 2023

State of the Art of Visual Analytics for eXplainable Deep Learning.
Comput. Graph. Forum, February, 2023

Evaluation of Explanation Methods of AI - CNNs in Image Classification Tasks with Reference-based and No-reference Metrics.
Adv. Artif. Intell. Mach. Learn., 2023

On the stability, correctness and plausibility of visual explanation methods based on feature importance.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

H²O: Heatmap by Hierarchical Occlusion.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
Color and Shape efficiency for outlier detection from automated to user evaluation.
Vis. Informatics, 2022

Reference-based and No-reference Metrics to Evaluate Explanation Methods of AI - CNNs in Image Classification Tasks.
CoRR, 2022

Relative Confusion Matrix: Efficient Comparison of Decision Models.
Proceedings of the 26th International Conference Information Visualisation, 2022

VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout.
Proceedings of the 26th International Conference Information Visualisation, 2022

Multi Layered Feature Explanation Method for Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

FORBID: Fast Overlap Removal by Stochastic GradIent Descent for Graph Drawing.
Proceedings of the Graph Drawing and Network Visualization - 30th International Symposium, 2022

2021
Deep Neural Network for DrawiNg Networks, (DNN)<sup>2</sup>.
CoRR, 2021

Impacts of the Numbers of Colors and Shapes on Outlier Detection: from Automated to User Evaluation.
CoRR, 2021

Analysis of Deep Neural Networks Correlations with Human Subjects on a Perception Task.
Proceedings of the 25th International Conference Information Visualisation, 2021

Hierarchical and Multimodal Classification of Images from Soil Remediation Reports.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Deep Neural Network for DrawiNg Networks, $${(DNN)^{\textit{2}\, }} $$.
Proceedings of the Graph Drawing and Network Visualization - 29th International Symposium, 2021

2020
Toward automatic comparison of visualization techniques: Application to graph visualization.
Vis. Informatics, 2020

Features Understanding in 3D CNNs for Actions Recognition in Video.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

Samples Classification Analysis Across DNN Layers with Fractal Curves.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Deep Dive into Deep Neural Networks with Flows.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

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

Toward automatic comparison of visualization techniques: Application to graph visualization.
CoRR, 2019

Siamese Networks for Static Keystroke Dynamics Authentication.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019

2018
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-Graphs.
Proceedings of the 21st International Conference Information Visualisation, 2017

2016
Enhanced template update: Application to keystroke dynamics.
Comput. Secur., 2016

Broken bikes detection using CitiBike bikeshare system open data.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Zoo Graph: A New Visualisation for Biometric System Evaluation.
Proceedings of the 20th International Conference Information Visualisation, 2016

Audit d'une base de documents étiquetée.
Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

2015
A review on the public benchmark databases for static keystroke dynamics.
Comput. Secur., 2015

Fast Graph Drawing Algorithm Revealing Networks Cores.
Proceedings of the 19th International Conference on Information Visualisation, 2015

Visual graph analysis for quality assessment of manually labelled documents image database.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
Verhaltensanalyse zur Erkennung von Missbrauch mobiler Geldtransferdienste.
Proceedings of the Sicherheit 2014: Sicherheit, 2014

Predicting bikeshare system usage up to one day ahead.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2014

2013
Fast computation of the performance evaluation of biometric systems: Application to multibiometrics.
Future Gener. Comput. Syst., 2013

A New Protocol to Evaluate the Resistance of Template Update Systems against Zero-Effort Attacks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Fraud Detection in Mobile Payments Utilizing Process Behavior Analysis.
Proceedings of the 2013 International Conference on Availability, Reliability and Security, 2013

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).
PhD thesis, 2012

A new soft biometric approach for keystroke dynamics based on gender recognition.
Int. J. Inf. Technol. Manag., 2012

Evaluation of biometric systems: a study of users' acceptance and satisfaction.
Int. J. Biom., 2012

Genetic programming for multibiometrics.
Expert Syst. Appl., 2012

Performance Evaluation of Biometric Template Update
CoRR, 2012

Fast computation of the performance evaluation of biometric systems: application to multibiometric
CoRR, 2012

Can Chronological Information be Used as a Soft Biometric in Keystroke Dynamics?
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis.
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

Local water diffusion phenomenon clustering from high angular resolution diffusion imaging (HARDI).
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Hybrid template update system for unimodal biometric systems.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

Analysis of the acquisition process for keystroke dynamics.
Proceedings of the 2012 BIOSIG, 2012

2011
Unconstrained keystroke dynamics authentication with shared secret.
Comput. Secur., 2011

Analysis of template update strategies for keystroke dynamics.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011

A SVM-based model for the evaluation of biometric sample quality.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011

2010
Fast learning for multibiometrics systems using genetic algorithms.
Proceedings of the 2010 International Conference on High Performance Computing & Simulation, 2010

Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Keystroke dynamics authentication for collaborative systems.
Proceedings of the 2009 International Symposium on Collaborative Technologies and Systems, 2009


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