Romain Giot

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 39

Top Venues

CoRR

Vis. Informatics

CBMI

University of Caen Normandy, France (PHD)

Education History

University of Caen Normandy, France

PHD

Publications

Loann Giovannangeli, Frédéric Lalanne, David Auber, Romain Giot, Romain Bourqui
Toward Efficient Deep Learning for Graph Drawing (DL4GD). IEEE Trans. Vis. Comput. Graph. 30 (2) (2024)
Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui
Guaranteed Visibility in Scatterplots with Tolerance. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Alexey Zhukov, Jenny Benois-Pineau, Romain Giot
Evaluation of Explanation Methods of AI - CNNs in Image Classification Tasks with Reference-based and No-reference Metrics. Adv. Artif. Intell. Mach. Learn. 3 (1) (2023)
Biagio La Rosa, Graziano Blasilli, Romain Bourqui, David Auber, Giuseppe Santucci, Roberto Capobianco, Enrico Bertini, Romain Giot, Marco Angelini
State of the Art of Visual Analytics for eXplainable Deep Learning. Comput. Graph. Forum 42 (1) (2023)
Luc-Etienne Pommé, Romain Bourqui, Romain Giot
H²O: Heatmap by Hierarchical Occlusion. CBMI (2023)
Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov
On the stability, correctness and plausibility of visual explanation methods based on feature importance. CoRR (2023)
Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov
On the stability, correctness and plausibility of visual explanation methods based on feature importance. CBMI (2023)
Luc-Etienne Pommé, Romain Bourqui, Romain Giot, Jason Vallet, David Auber
NetPrune: A sparklines visualization for network pruning. Vis. Informatics 7 (2) (2023)
Antonio Theophilo, Romain Giot, Anderson Rocha
Authorship Attribution of Social Media Messages. IEEE Trans. Comput. Soc. Syst. 10 (1) (2023)
Luca Bourroux, Jenny Benois-Pineau, Romain Bourqui, Romain Giot
Multi Layered Feature Explanation Method for Convolutional Neural Networks. ICPRAI (1) (2022)
A. Zhukov, Jenny Benois-Pineau, Romain Giot
Reference-based and No-reference Metrics to Evaluate Explanation Methods of AI - CNNs in Image Classification Tasks. CoRR (2022)
Korlan Rysbayeva, Romain Giot, Nicholas Journet
Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network. ICPR Workshops (3) (2022)
Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber
VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout. IV (2022)
Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui
FORBID: Fast Overlap Removal By stochastic gradIent Descent for Graph Drawing. CoRR (2022)
Loann Giovannangeli, Romain Bourqui, Romain Giot, David Auber
Color and Shape efficiency for outlier detection from automated to user evaluation. Vis. Informatics 6 (2) (2022)
Luc-Etienne Pommé, Romain Bourqui, Romain Giot, David Auber
Relative Confusion Matrix: Efficient Comparison of Decision Models. IV (2022)
Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui
FORBID: Fast Overlap Removal by Stochastic GradIent Descent for Graph Drawing. GD (2022)
Loann Giovannangeli, Romain Giot, David Auber, Romain Bourqui
Impacts of the Numbers of Colors and Shapes on Outlier Detection: from Automated to User Evaluation. CoRR (2021)
Loann Giovannangeli, Frédéric Lalanne, David Auber, Romain Giot, Romain Bourqui
Deep Neural Network for DrawiNg Networks, $${(DNN)^{\textit{2}\, }} $$. Graph Drawing (2021)
Loann Giovannangeli, Romain Giot, David Auber, Jenny Benois-Pineau, Romain Bourqui
Analysis of Deep Neural Networks Correlations with Human Subjects on a Perception Task. IV (2021)
Korlan Rysbayeva, Romain Giot, Nicholas Journet
Hierarchical and Multimodal Classification of Images from Soil Remediation Reports. ICDAR (1) (2021)
Loann Giovannangeli, Frédéric Lalanne, David Auber, Romain Giot, Romain Bourqui
. CoRR (2021)
Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber
Samples Classification Analysis Across DNN Layers with Fractal Curves. ICPR Workshops (3) (2020)
Loann Giovannangeli, Romain Bourqui, Romain Giot, David Auber
Toward automatic comparison of visualization techniques: Application to graph visualization. Vis. Informatics 4 (2) (2020)
Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber
Deep Dive into Deep Neural Networks with Flows. VISIGRAPP (3: IVAPP) (2020)
Kazi Ahmed Asif Fuad, Pierre-Etienne Martin, Romain Giot, Romain Bourqui, Jenny Benois-Pineau, Akka Zemmari
Features Understanding in 3D CNNs for Actions Recognition in Video. IPTA (2020)
Romain Giot, Anderson Rocha
Siamese Networks for Static Keystroke Dynamics Authentication. WIFS (2019)
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
Adaptive Biometric Systems: Review and Perspectives. ACM Comput. Surv. 52 (5) (2019)
Romain Bourqui, Romain Giot, David Auber
Toward automatic comparison of visualization techniques: Application to graph visualization. CoRR (2019)
Rémi Delassus, Romain Giot
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge. CoRR (2018)
Rémi Delassus, Romain Giot
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge. CVPR Workshops (2018)
Romain Giot
Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-Graphs. IV (2017)
Paulo Henrique Pisani, Romain Giot, André C. P. L. F. de Carvalho, Ana Carolina Lorena
Enhanced template update: Application to keystroke dynamics. Comput. Secur. 60 (2016)
Romain Giot, Romain Bourqui, Nicholas Journet, Anne Vialard
Audit d'une base de documents étiquetée. CORIA-CIFED (2016)
Romain Giot, Romain Bourqui, Mohamad El-Abed
Zoo Graph: A New Visualisation for Biometric System Evaluation. IV (2016)
Rémi Delassus, Romain Giot, Raphael Cherrier, Gabriele Barbieri, Guy Melancony
Broken bikes detection using CitiBike bikeshare system open data. SSCI (2016)
Romain Giot, Romain Bourqui
Fast Graph Drawing Algorithm Revealing Networks Cores. IV (2015)
Romain Giot, Romain Bourqui, Nicholas Journet, Anne Vialard
Visual graph analysis for quality assessment of manually labelled documents image database. ICDAR (2015)
Romain Giot, Bernadette Dorizzi, Christophe Rosenberger
A review on the public benchmark databases for static keystroke dynamics. Comput. Secur. 55 (2015)
Romain Giot, Raphael Cherrier
Predicting bikeshare system usage up to one day ahead. CIVTS (2014)
Roland Rieke, Maria Zhdanova, Jürgen Repp, Romain Giot, Chrystel Gaber
Verhaltensanalyse zur Erkennung von Missbrauch mobiler Geldtransferdienste. Sicherheit (2014)
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
A New Protocol to Evaluate the Resistance of Template Update Systems against Zero-Effort Attacks. CVPR Workshops (2013)
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
Fast computation of the performance evaluation of biometric systems: Application to multibiometrics. Future Gener. Comput. Syst. 29 (3) (2013)
Roland Rieke, Maria Zhdanova, Jürgen Repp, Romain Giot, Chrystel Gaber
Fraud Detection in Mobile Payments Utilizing Process Behavior Analysis. ARES (2013)
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
Hybrid Template Update System for Unimodal Biometric Systems CoRR (2012)
Romain Giot, Christophe Rosenberger
A new soft biometric approach for keystroke dynamics based on gender recognition. Int. J. Inf. Technol. Manag. 11 (1/2) (2012)
Mohamad El-Abed, Romain Giot, Baptiste Hemery, Christophe Rosenberger
Evaluation of biometric systems: a study of users' acceptance and satisfaction. Int. J. Biom. 4 (3) (2012)
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
Hybrid template update system for unimodal biometric systems. BTAS (2012)
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
Can Chronological Information be Used as a Soft Biometric in Keystroke Dynamics? IIH-MSP (2012)
Romain Giot, Christophe Rosenberger, Bernadette Dorizzi
Performance Evaluation of Biometric Template Update CoRR (2012)
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis CoRR (2012)
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis. IIH-MSP (2012)
Romain Giot, Christophe Rosenberger
Genetic Programming for Multibiometrics CoRR (2012)
Romain Giot, Christophe Charrier, Maxime Descoteaux
Local water diffusion phenomenon clustering from high angular resolution diffusion imaging (HARDI). ICPR (2012)
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
Fast computation of the performance evaluation of biometric systems: application to multibiometric CoRR (2012)
Romain Giot, Alexandre Ninassi, Mohamad El-Abed, Christophe Rosenberger
Analysis of the acquisition process for keystroke dynamics. BIOSIG (2012)
Romain Giot, Christophe Charrier, Maxime Descoteaux
Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI) CoRR (2012)
Romain Giot, Christophe Rosenberger
Genetic programming for multibiometrics. Expert Syst. Appl. 39 (2) (2012)
Romain Giot, Mohamad El-Abed, Baptiste Hemery, Christophe Rosenberger
Unconstrained keystroke dynamics authentication with shared secret. Comput. Secur. 30 (6-7) (2011)
Romain Giot, Bernadette Dorizzi, Christophe Rosenberger
Analysis of template update strategies for keystroke dynamics. CIBIM (2011)
Mohamad El-Abed, Romain Giot, Baptiste Hemery, Christophe Charrier, Christophe Rosenberger
A SVM-based model for the evaluation of biometric sample quality. CIBIM (2011)
Romain Giot, Baptiste Hemery, Christophe Rosenberger
Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition. ICPR (2010)
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
Fast learning for multibiometrics systems using genetic algorithms. HPCS (2010)
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
Keystroke Dynamics Authentication For Collaborative Systems CoRR (2009)
Romain Giot, Mohamad El-Abed, Christophe Rosenberger
Keystroke dynamics authentication for collaborative systems. CTS (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Romain Giot