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ORCIDRomain Giot
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2020 – today
- 2024
[b2]Romain Giot:
Un (petit) pas vers l'explicabilité de l'intelligence artificielle. (A (small) step towards explainable artificial intelligence). University of Bordeaux, France, 2024- [j17]Loann Giovannangeli
, Frédéric Lalanne, Romain Giot, Romain Bourqui:
Guaranteed Visibility in Scatterplots with Tolerance. IEEE Trans. Vis. Comput. Graph. 30(1): 792-802 (2024) - [j16]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): 1516-1532 (2024) - [j15]Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui:
Overlap Removal by Stochastic Gradient Descent With(out) Shape Awareness. IEEE Trans. Vis. Comput. Graph. 30(12): 7500-7517 (2024) - [i15]Hyeon Yu, Jenny Benois-Pineau, Romain Bourqui, Romain Giot, Alexey Zhukov:
Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods. CoRR abs/2407.20427 (2024) - 2023
- [j14]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): 620-646 (2023) - [j13]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): 319-355 (2023) - [j12]Antonio Theophilo, Romain Giot, Anderson Rocha:
Authorship Attribution of Social Media Messages. IEEE Trans. Comput. Soc. Syst. 10(1): 10-23 (2023) - [j11]Luc-Etienne Pommé, Romain Bourqui, Romain Giot, Jason Vallet, David Auber:
NetPrune: A sparklines visualization for network pruning. Vis. Informatics 7(2): 85-99 (2023) - [c35]Luc-Etienne Pommé, Romain Bourqui, Romain Giot:
H²O: Heatmap by Hierarchical Occlusion. CBMI 2023: 111-118 - [c34]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: 119-125 - [i14]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 abs/2311.12860 (2023) - 2022
- [j10]Loann Giovannangeli, Romain Bourqui, Romain Giot, David Auber:
Color and Shape efficiency for outlier detection from automated to user evaluation. Vis. Informatics 6(2): 25-40 (2022) - [c33]Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui:
FORBID: Fast Overlap Removal by Stochastic GradIent Descent for Graph Drawing. GD 2022: 61-76 - [c32]Korlan Rysbayeva, Romain Giot, Nicholas Journet:
Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network. ICPR Workshops (3) 2022: 231-245 - [c31]Luca Bourroux, Jenny Benois-Pineau, Romain Bourqui, Romain Giot:
Multi Layered Feature Explanation Method for Convolutional Neural Networks. ICPRAI (1) 2022: 603-614 - [c30]Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber:
VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout. IV 2022: 11-20 - [c29]Luc-Etienne Pommé, Romain Bourqui, Romain Giot, David Auber:
Relative Confusion Matrix: Efficient Comparison of Decision Models. IV 2022: 98-103 - [i13]Loann Giovannangeli, Frédéric Lalanne, Romain Giot, Romain Bourqui:
FORBID: Fast Overlap Removal By stochastic gradIent Descent for Graph Drawing. CoRR abs/2208.10334 (2022) - [i12]Alexey Zhukov, Jenny Benois-Pineau, Romain Giot:
Reference-based and No-reference Metrics to Evaluate Explanation Methods of AI - CNNs in Image Classification Tasks. CoRR abs/2212.01222 (2022) - 2021
- [c28]Loann Giovannangeli, Frédéric Lalanne, David Auber, Romain Giot, Romain Bourqui:
Deep Neural Network for DrawiNg Networks, $${(DNN)^{\textit{2}\, }} $$. GD 2021: 375-390 - [c27]Korlan Rysbayeva, Romain Giot, Nicholas Journet:
Hierarchical and Multimodal Classification of Images from Soil Remediation Reports. ICDAR (1) 2021: 160-175 - [c26]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: 129-136 - [i11]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 abs/2103.06084 (2021) - [i10]Loann Giovannangeli, Frédéric Lalanne, David Auber, Romain Giot, Romain Bourqui:
Deep Neural Network for DrawiNg Networks, (DNN)2. CoRR abs/2108.03632 (2021) - 2020
- [j9]Loann Giovannangeli, Romain Bourqui, Romain Giot, David Auber:
Toward automatic comparison of visualization techniques: Application to graph visualization. Vis. Informatics 4(2): 86-98 (2020) - [c25]Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber:
Deep Dive into Deep Neural Networks with Flows. VISIGRAPP (3: IVAPP) 2020: 231-239 - [c24]Adrien Halnaut, Romain Giot, Romain Bourqui, David Auber:
Samples Classification Analysis Across DNN Layers with Fractal Curves. ICPR Workshops (3) 2020: 47-61 - [c23]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: 1-6
2010 – 2019
- 2019
- [j8]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): 102:1-102:38 (2019) - [c22]Romain Giot, Anderson Rocha:
Siamese Networks for Static Keystroke Dynamics Authentication. WIFS 2019: 1-6 - [i9]Romain Bourqui, Romain Giot, David Auber:
Toward automatic comparison of visualization techniques: Application to graph visualization. CoRR abs/1910.09477 (2019) - 2018
- [c21]Rémi Delassus, Romain Giot:
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge. CVPR Workshops 2018: 242-246 - [i8]Rémi Delassus, Romain Giot:
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge. CoRR abs/1809.10976 (2018) - 2017
- [c20]Romain Giot:
Evaluation of Biometric Authentication Systems through Visualisation of Partitioned and Bundled Power-Graphs. IV 2017: 104-110 - 2016
- [j7]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: 134-153 (2016) - [c19]Romain Giot, Romain Bourqui, Nicholas Journet, Anne Vialard:
Audit d'une base de documents étiquetée. CORIA-CIFED 2016: 153-166 - [c18]Romain Giot, Romain Bourqui, Mohamad El-Abed:
Zoo Graph: A New Visualisation for Biometric System Evaluation. IV 2016: 190-195 - [c17]Rémi Delassus, Romain Giot, Raphael Cherrier, Gabriele Barbieri, Guy Melançon:
Broken bikes detection using CitiBike bikeshare system open data. SSCI 2016: 1-7 - 2015
- [j6]Romain Giot, Bernadette Dorizzi, Christophe Rosenberger:
A review on the public benchmark databases for static keystroke dynamics. Comput. Secur. 55: 46-61 (2015) - [c16]Romain Giot, Romain Bourqui, Nicholas Journet, Anne Vialard:
Visual graph analysis for quality assessment of manually labelled documents image database. ICDAR 2015: 1136-1140 - [c15]Romain Giot, Romain Bourqui:
Fast Graph Drawing Algorithm Revealing Networks Cores. IV 2015: 259-264 - 2014
- [c14]Romain Giot, Raphael Cherrier:
Predicting bikeshare system usage up to one day ahead. CIVTS 2014: 22-29 - [c13]Roland Rieke, Maria Zhdanova, Jürgen Repp, Romain Giot, Chrystel Gaber:
Verhaltensanalyse zur Erkennung von Missbrauch mobiler Geldtransferdienste. Sicherheit 2014: 271-282 - 2013
- [j5]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): 788-799 (2013) - [c12]Roland Rieke, Maria Zhdanova, Jürgen Repp, Romain Giot, Chrystel Gaber:
Fraud Detection in Mobile Payments Utilizing Process Behavior Analysis. ARES 2013: 662-669 - [c11]Romain Giot, Christophe Rosenberger, Bernadette Dorizzi:
A New Protocol to Evaluate the Resistance of Template Update Systems against Zero-Effort Attacks. CVPR Workshops 2013: 131-137 - 2012
- [b1]Romain Giot:
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). University of Caen Normandy, France, 2012 - [j4]Romain Giot, Christophe Rosenberger:
Genetic programming for multibiometrics. Expert Syst. Appl. 39(2): 1837-1847 (2012) - [j3]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): 265-290 (2012) - [j2]Romain Giot, Christophe Rosenberger:
A new soft biometric approach for keystroke dynamics based on gender recognition. Int. J. Inf. Technol. Manag. 11(1/2): 35-49 (2012) - [c10]Romain Giot, Alexandre Ninassi, Mohamad El-Abed, Christophe Rosenberger:
Analysis of the acquisition process for keystroke dynamics. BIOSIG 2012: 1-6 - [c9]Romain Giot, Christophe Rosenberger, Bernadette Dorizzi:
Hybrid template update system for unimodal biometric systems. BTAS 2012: 1-7 - [c8]Romain Giot, Christophe Charrier, Maxime Descoteaux:
Local water diffusion phenomenon clustering from high angular resolution diffusion imaging (HARDI). ICPR 2012: 3745-3749 - [c7]Romain Giot, Christophe Rosenberger, Bernadette Dorizzi:
Can Chronological Information be Used as a Soft Biometric in Keystroke Dynamics? IIH-MSP 2012: 7-10 - [c6]Romain Giot, Mohamad El-Abed, Christophe Rosenberger:
Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis. IIH-MSP 2012: 11-15 - [i7]Romain Giot, Mohamad El-Abed, Christophe Rosenberger:
Fast computation of the performance evaluation of biometric systems: application to multibiometric. CoRR abs/1202.5985 (2012) - [i6]Romain Giot, Christophe Rosenberger, Bernadette Dorizzi:
Performance Evaluation of Biometric Template Update. CoRR abs/1203.1502 (2012) - [i5]Romain Giot, Christophe Rosenberger:
Genetic Programming for Multibiometrics. CoRR abs/1205.3441 (2012) - [i4]Romain Giot, Christophe Charrier, Maxime Descoteaux:
Local Water Diffusion Phenomenon Clustering From High Angular Resolution Diffusion Imaging (HARDI). CoRR abs/1207.0677 (2012) - [i3]Romain Giot, Christophe Rosenberger, Bernadette Dorizzi:
Hybrid Template Update System for Unimodal Biometric Systems. CoRR abs/1207.0783 (2012) - [i2]Romain Giot, Mohamad El-Abed, Christophe Rosenberger:
Web-Based Benchmark for Keystroke Dynamics Biometric Systems: A Statistical Analysis. CoRR abs/1207.0784 (2012) - 2011
- [j1]Romain Giot, Mohamad El-Abed, Baptiste Hemery, Christophe Rosenberger:
Unconstrained keystroke dynamics authentication with shared secret. Comput. Secur. 30(6-7): 427-445 (2011) - [c5]Romain Giot, Bernadette Dorizzi, Christophe Rosenberger:
Analysis of template update strategies for keystroke dynamics. CIBIM 2011: 21-28 - [c4]Mohamad El-Abed, Romain Giot, Baptiste Hemery, Christophe Charrier, Christophe Rosenberger:
A SVM-based model for the evaluation of biometric sample quality. CIBIM 2011: 115-122 - 2010
- [c3]Romain Giot, Baptiste Hemery, Christophe Rosenberger:
Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition. ICPR 2010: 1128-1131 - [c2]Romain Giot, Mohamad El-Abed, Christophe Rosenberger:
Fast learning for multibiometrics systems using genetic algorithms. HPCS 2010: 266-273
2000 – 2009
- 2009
- [c1]Romain Giot, Mohamad El-Abed, Christophe Rosenberger:
Keystroke dynamics authentication for collaborative systems. CTS 2009: 172-179 - [i1]Romain Giot, Mohamad El-Abed, Christophe Rosenberger:
Keystroke Dynamics Authentication For Collaborative Systems. CoRR abs/0911.3304 (2009)
Coauthor Index
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last updated on 2024-11-11 21:26 CET by the dblp team
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