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Gilles Dequen

62
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Publications

Predictive models in emergency medicine and their missing data strategies: a systematic review

Emilien Arnaud , Mahmoud Elbattah , Christine Ammirati , Gilles Dequen , Daniel Aiham Ghazali
npj Digital Medicine, 2023, 6 (1), pp.28. ⟨10.1038/s41746-023-00770-6⟩
Journal articles hal-04012103v1

L’intelligence artificielle dans les structures d’urgences : place de la formation et de la garantie humaine

E. Arnaud , E. Petitprez , C. Ammirati , B. Nemitz , G. Dequen
Annales françaises de médecine d'urgence, 2023, ⟨10.3166/afmu-2022-0496⟩
Journal articles hal-04210786v1

Optimizing Privacy and Data Utility: Metrics and Strategies

Clémence Mauger , Gaël Le Mahec , Gilles Dequen
Transactions on Data Privacy, 2023, 16 (3), pp.153-189
Journal articles hal-04138599v1

Use of Artificial Intelligence to Manage Patient Flow in Emergency Department during the COVID-19 Pandemic: A Prospective, Single-Center Study.

Emilien Arnaud , Mahmoud Elbattah , Christine Ammirati , Gilles Dequen , Daniel Aiham Ghazali
International Journal of Environmental Research and Public Health, 2022, 19 (15), ⟨10.3390/ijerph19159667⟩
Journal articles hal-03753730v1

Can AI predict epithelial lesion categories via automated analysis of cervical biopsies: The TissueNet challenge?

Nicolas Loménie , Capucine Bertrand , Rutger H.J. Fick , Saima Ben Hadj , Brice Tayart
Journal of Pathology Informatics, 2022, 13, pp.100149. ⟨10.1016/j.jpi.2022.100149⟩
Journal articles hal-03936763v1

Time-Memory Analysis of Parallel Collision Search Algorithms

M. Trimoska , Sorina Ionica , Gilles Dequen
IACR Transactions on Cryptographic Hardware and Embedded Systems, 2021, 2021 (2), pp.254--274. ⟨10.46586/tches.v2021.i2.254-274⟩
Journal articles hal-03698666v1

Variational Autoencoder for Image-Based Augmentation of Eye-Tracking Data

Mahmoud Elbattah , Colm Loughnane , Jean-Luc Guérin , Romuald Carette , Federica Cilia
Journal of Imaging, 2021, 7 (5), pp.83. ⟨10.3390/jimaging7050083⟩
Journal articles hal-03601452v1
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Cloud file sharing using PREaaS

Anass Sbai , C. Drocourt , Gilles Dequen
EHEI Journal of Science and Technology, 2021, 1 (2), pp.52-63
Journal articles hal-03689960v1
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Computer-Aided Screening of Autism Spectrum Disorder: Eye-Tracking Study Using Data Visualization and Deep Learning

Federica Cilia , Romuald Carette , Mahmoud Elbattah , Gilles Dequen , Jean-Luc Guérin
JMIR Human Factors, 2021, 8 (4), pp.e27706. ⟨10.2196/27706⟩
Journal articles hal-03436211v1

High Performance CGM-based Parallel Algorithms for the Optimal Binary Search Tree Problem

Vianney Kengne Tchendji , Jean-Frédéric Myoupo , Gilles Dequen
International Journal of Grid and High Performance Computing, 2016, 8 (4), pp.55-77. ⟨10.4018/IJGHPC.2016100104⟩
Journal articles hal-03237645v1

A Collaborative Approach for Multi-Threaded SAT Solving

Pascal Vander-Swalmen , Gilles Dequen , Michaël Krajecki
International Journal of Parallel Programming, 2009, 37 (3), pp.324--342. ⟨10.1007/s10766-009-0097-6⟩
Journal articles hal-00845690v1

An efficient approach to solving random k-SAT problems

Gilles Dequen , Olivier Dubois
Journal of Automated Reasoning, 2006, 37 (4), pp.261--276. ⟨10.1007/s10817-006-9025-2⟩
Journal articles hal-00845689v1

Low latency PBFT parallel consensus for IoT blockchain platform

Rabeb Ben Othmen , Wassim Abbessi , Sofiane Ouni , Wafa Badreddine , Gilles Dequen
2024 IEEE 27th International Symposium on Real-Time Distributed Computing (ISORC), May 2024, Tunis, Tunisia. pp.1-6, ⟨10.1109/ISORC61049.2024.10551353⟩
Conference papers hal-04613141v1

Explainable NLP Model for Predicting Patient Admissions at Emergency Department Using Triage Notes

Emilien Arnaud , Mahmoud Elbattah , Pedro Moreno-Sánchez , Gilles Dequen , Daniel Aiham Ghazali
2023 IEEE International Conference on Big Data (BigData), Dec 2023, Sorrento, Italy. pp.4843-4847, ⟨10.1109/BigData59044.2023.10386753⟩
Conference papers hal-04517843v1

Learning Embeddings from Free-text Triage Notes using Pretrained Transformer Models

Emilien Arnaud , Mahmoud Elbattah , Maxime Gignon , Gilles Dequen
HEALTHINF: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 5: HEALTHINF, Feb 2022, Lisbonne, Portugal. pp.835-841, ⟨10.5220/0011012800003123⟩
Conference papers hal-03659989v1

Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-tracking

Mahmoud Elbattah , Jean-Luc Guerin , Romuald Carette , Federica Cilia , Gilles Dequen
HEALTHINF: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 5: HEALTHINF, Feb 2022, Lisbonne, Portugal. pp.256-263, ⟨10.5220/0010975500003123⟩
Conference papers hal-03659990v1
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Utilisation d'un PRE pour le partage de fichiers chiffrés en mode SaaS

Anass Sbai , C. Drocourt , Gilles Dequen
COMPAS 2022, Jul 2022, Amiens, France
Conference papers hal-03767339v1
Image document

Proportional representation to increase data utility in k-anonymous tables

Fabien Viton , Clémence Mauger , Gilles Dequen , Jean-Luc Guérin , Gaël Le Mahec
26th IEEE Symposium on Computers and Communications, Sep 2021, Athènes, Greece
Conference papers hal-03414033v1

NLP-Based Prediction of Medical Specialties at Hospital Admission Using Triage Notes

Emilien Arnaud , Mahmoud Elbattah , Maxime Gignon , Gilles Dequen
2021 IEEE 9TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2021), Aug 2021, Victoria, Canada. pp.548-553, ⟨10.1109/ICHI52183.2021.00103⟩
Conference papers hal-03833279v1

A New Delegated Authentication Protocol based on PRE

Anass Sbai , C. Drocourt , Gilles Dequen
18th International Conference on Security and Cryptography, Jul 2021, Online Streaming, France. pp.468-478, ⟨10.5220/0010542404680478⟩
Conference papers hal-03448083v1

The Role of Text Analytics in Healthcare: A Review of Recent Developments and Applications

Mahmoud Elbattah , Emilien Arnaud , Maxime Gignon , Gilles Dequen
HEALTHINF: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL. 5: HEALTHINF, 2021, Vienna, Austria. pp.825-832, ⟨10.5220/0010414508250832⟩
Conference papers hal-03601737v1
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Logical cryptanalysis with WDSat

Monika Trimoska , Gilles Dequen , Sorina Ionica
Proceedings of SAT 2021, Jul 2021, Barcelona, Spain. ⟨10.1007/978-3-030-80223-3\_37⟩
Conference papers hal-03230392v1
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CCA Secure Unidirectional PRE with Key Pair in the Standard Model without Pairings

Anass Sbai , C. Drocourt , Gilles Dequen
6th International Conference on Information Systems Security and Privacy, Feb 2020, Valletta, Malta. pp.440-447, ⟨10.5220/0008955704400447⟩
Conference papers hal-02773918v1

Multi-criteria Optimization Using l-diversity and t-closeness for k-anonymization

Clémence Mauger , Gaël Le Mahec , Gilles Dequen
Data Privacy Management, Cryptocurrencies and Blockchain Technology, Sep 2020, Guildford, United Kingdom. pp.73-88, ⟨10.1007/978-3-030-66172-4_5⟩
Conference papers hal-03235597v1

Multi-Channel Convnet Approach to Predict the Risk of in-Hospital Mortality for Icu Patients

F. Viton , M. Elbattah , Jean-Luc Guérin , Gilles Dequen
DeLTA 2020 - Proceedings of the 1st International Conference on Deep Learning Theory and Applications, Jul 2020, A distance, Unknown Region. pp.98--102
Conference papers hal-03704093v1

Deep Learning to Predict Hospitalization at Triage: Integration of Structured Data and Unstructured Text

Emilien Arnaud , Mahmoud Elbattah , Maxime Gignon , Gilles Dequen
2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, Atlanta, United States. pp.4836-4841, ⟨10.1109/BigData50022.2020.9378073⟩
Conference papers hal-03601738v1

Generative Modeling of Synthetic Eye-Tracking Data: NLP-based Approach with Recurrent Neural Networks

M. Elbattah , Jean-Luc Guérin , R. Carette , Federica Cilia , Gilles Dequen
Proceedings of the 12th International Joint Conference on Computational Intelligence, Nov 2020, Budapest, Unknown Region. pp.479--484
Conference papers hal-03679393v1

NLP-Based Approach to Detect Autism Spectrum Disorder in Saccadic Eye Movement

Mahmoud Elbattah , Jean-Luc Guerin , Romuald Carette , Federica Cilia , Gilles Dequen
2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, Canberra, Australia. pp.1581-1587
Conference papers hal-03601453v1
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Modeling and Evaluation of k-anonymization Metrics

Clémence Mauger , Gaël Le Mahec , Gilles Dequen
Privacy Preserving Artificial Intelligence Workshop of AAAI 2020, Feb 2020, New York (virtual), United States
Conference papers hal-03236397v1
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Encrypted Data Sharing Using Proxy ReEncryption in Smart Grid

Anass Sbai , C. Drocourt , Gilles Dequen
International Conference on Electronic Engineering and Renewable Energy, Apr 2020, Saidia, Morocco. pp.161-167, ⟨10.1007/978-981-15-6259-4_15⟩
Conference papers hal-03040325v1
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A SAT-Based Approach for Index Calculus on Binary Elliptic Curves

Monika Trimoska , Sorina Ionica , Gilles Dequen
Progress in Cryptology - AFRICACRYPT 2020, Jul 2020, Cairo, Egypt. pp.214-235, ⟨10.1007/978-3-030-51938-4⟩
Conference papers hal-03230853v1
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Parity (XOR) Reasoning for the Index Calculus Attack

Monika Trimoska , Sorina Ionica , Gilles Dequen
Principles and Practice of Constraint Programming 2020, Sep 2020, Louvain-la-Neuve, Belgium. pp.774-790, ⟨10.1007/978-3-030-58475-7_45⟩
Conference papers hal-03230825v1

Learning Clusters in Autism Spectrum Disorder: Image-Based Clustering of Eye-Tracking Scanpaths with Deep Autoencode

Mahmoud Elbattah , Romuald Carette , Gilles Dequen , Jean-Luc Guerin , Federica Cilia
2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, Berlin, Germany. pp.1417-1420
Conference papers hal-03601455v1

Learning to Predict Autism Spectrum Disorder based on the Visual Patterns of Eye-tracking Scanpaths

Romuald Carette , Mahmoud Elbattah , Federica Cilia , Gilles Dequen , Jean-Luc Guerin
HEALTHINF: PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 5: HEALTHINF, 2019, Prague, Slovakia. pp.103-112, ⟨10.5220/0007402601030112⟩
Conference papers hal-03601454v1
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PRE as a Service within Smart Grid City

Anass Sbai , Cyril Drocourt , Gilles Dequen
16th International Conference on Security and Cryptography, Jul 2019, Prague, Czech Republic. pp.394-401, ⟨10.5220/0007838503940401⟩
Conference papers hal-02768366v1

Automatic generating of differentiated assessment tests within higher educational context

Richardson Ciguene , Céline Joiron , Gilles Dequen , Manson Toussaint Ben
EdMedia: World Conference on Educational Media and Technology, Association for the Advancement of Computing in Education (AACE), Jun 2018, Amsterdam, Netherlands. pp.370-377
Conference papers hal-04555161v1

Automatic Autism Spectrum Disorder Detection Thanks to Eye-Tracking and Neural Network-Based Approach

Romuald Carette , Federica Cilia , Gilles Dequen , Jerome Bosche , Jean-Luc Guerin
INTERNET OF THINGS (IOT) TECHNOLOGIES FOR HEALTHCARE, HEALTHYIOT 2017, 2017, Angers, France. pp.75-81, ⟨10.1007/978-3-319-76213-5\_11⟩
Conference papers hal-03599565v1

Deriving CGM Based-Parallel Algorithms for the Optimal Binary Search-Tree Problem

Vianney Kengne Tchendji , Jean-Frédéric Myoupo , Gilles Dequen
13th International Conference on Information Technology, Jun 2016, Las Vegas, United States. pp.655--665, ⟨10.1007/978-3-319-32467-8⟩
Conference papers hal-01331858v1

Automatically Generating Assessment Tests within Higher Education Context thanks to Genetic Approach

Richardson Ciguene , Céline Joiron , Gilles Dequen
International Conference on Metaheuristics and Nature Inspired Computing, Oct 2016, Marrakech, Morocco
Conference papers hal-01331864v1

Vers la generation automatique de tests d’évaluations differencies et equitables en contexte universitaire.

Richardson Ciguene , Céline Joiron , Gilles Dequen
Atelier evaluation des Apprentissages et Environnements Informatiques d'EIAH2015, 2015, Agadir, Maroc, Morocco. pp.0-6
Conference papers hal-01323826v1

Automatiser la génération et la correction d'évaluations individualisées en contexte universitaire présentiel

Céline Joiron , Marilyne Rosselle , Gaël Le Mahec , Gilles Dequen
EIAH'2013, 2013, Unknown, France. pp.1--6
Conference papers hal-00999253v1

From a Logical Approach to Internal States of Hash Functions - How SAT Problem Can Help to Understand SHA-* and MD

Florian Legendre , Gilles Dequen , Michaël Krajecki
SECRYPT, 2013, Iceland. pp.435-443
Conference papers hal-00954507v1

Encoding hash functions as a SAT problem

Gilles Dequen , Michaël Krajecki , Florian Legendre
ICTAI, 2012, Greece. pp.916--921, ⟨10.1109/ICTAI.2012.128⟩
Conference papers hal-00846945v1

Inverting Thanks to SAT Solving - An Application on Reduced-step MD

Gilles Dequen , Michaël Krajecki , Florian Legendre
SECRYPT, 2012, Italy. pp.339--344
Conference papers hal-00846946v1

Designing a Parallel Collaborative SAT Solver

Pascal Vander-Swalmen , Gilles Dequen , Michaël Krajecki
PDPTA, 2011, United States. pp.312--319
Conference papers hal-00846960v1

Collisionner MD5 : Modélisation logique et résolution parallèle

Gilles Dequen , Michaël Krajecki , Florian Legendre
RENPAR'20, 2011, Unknown, France. pp.1--6
Conference papers hal-00999252v1

Automatic parallel SAT solving using MTSS

Pascal Vander-Swalmen , Michaël Krajecki , Gilles Dequen
HPCS, 2009, Germany. pp.176--177, ⟨10.1109/HPCSIM.2009.5191794⟩
Conference papers hal-00846959v1

Toward Easy Parallel SAT Solving

Gilles Dequen , Pascal Vander-Swalmen , Michaël Krajecki
ICTAI, 2009, United States. pp.425--432, ⟨10.1109/ICTAI.2009.63⟩
Conference papers hal-00846958v1

On Omnidirectional Catadioptric Stereovision Design

L. Devendeville , Gilles Dequen , E. Mouaddib
In the third edition of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2007), 2007, Girona, Spain
Conference papers hal-01198532v1

A New Omnidirectional Stereovision Sensor

E. Mouaddib , Gilles Dequen , L. Devendeville
OMNIVIS held with IEEE ICCV 2007, 2007, Rio De Janeiro, Unknown Region. pp.1--6
Conference papers hal-01198531v1
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Using Boolean Constraint Propagation for Sub-clause Deduction

Sylvain Darras , Gilles Dequen , Laure Brisoux Devendeville , Bertrand Mazure , Richard Ostrowski
11th International Conference on Principles and Practice of Constraint Programming (CP'05), Oct 2005, Sitges, Spain. pp.757-761
Conference papers hal-00396436v1
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Utilisation de la Propagation de Contraintes Booléennes pour la Production de Sous-Clauses

Sylvain Darras , Gilles Dequen , Laure Brisoux Devendeville , Bertrand Mazure , Richard Ostrowski
Premières Journées Francophones de Programmation par Contraintes, CRIL - CNRS FRE 2499, Jun 2005, Lens, pp.69-78
Conference papers inria-00000058v1

Utilisation de la Propagation de Contraintes pour la Production de Sous-Clauses

Sylvain Darras , Gilles Dequen , Laure Devendeville , Bertrand Mazure , Richard Ostrowski
Premières Journées Francophones de la Programmation par Contraintes (JFPC'05), 2005, Lens, France. pp.69-78
Conference papers hal-03300993v1

KCNFS solver

Olivier Dubois , Gilles Dequen
SAT 2005 - 8th International Conference on Theory and Applications of Satisfiability Testing, Jun 2005, St. Andrews, Scotland, United Kingdom. pp.486-501
Conference papers hal-01418191v1

kcnfs: An Efficient Solver for Random k-SAT Formulae

Gilles Dequen , Olivier Dubois
SAT 2003 - 6th International Conference on Theory and Applications of Satisfiability Testing, May 2003, Santa Margherita Ligure, Italy. pp.486-501, ⟨10.1007/978-3-540-24605-3_36⟩
Conference papers hal-00845688v1

Renormalisation as a function of clause lengths for solving random k-SAT

Olivier Dubois , Gilles Dequen
SAT 2002 - Fifth International Symposium on the Theory and Applications of Satisfiability Testing, May 2002, Cincinnati, Ohio, United States. pp.120-132
Conference papers hal-01544226v1

The non-existence of (3,1,2)-conjugate orthogonal idemôtent latin square of order 10

Olivier Dubois , Gilles Dequen
CP 2001 - 7th International Conference on Principles and Practice of Constraint Programming, Nov 2001, Paphos, Cyprus. pp.108-120, ⟨10.1007/3-540-45578-7_8⟩
Conference papers hal-01571006v1

A backbone search Heuristic for efficient solving of hard 3-SAT formulae

Olivier Dubois , Gilles Dequen
IJCAI'01 - 17th International Joint Conference on Artificial Intelligence, Aug 2001, Seattle, United States. pp.248-253
Conference papers hal-01570843v1

Applications of machine learning methods to assist the diagnosis of autism spectrum disorder

Mahmoud Elbattah , Romuald Carette , Federica Cilia , Jean-Luc Guérin , Gilles Dequen
El-baz, A.S. & Suri, J.S. Neural Engineering Techniques for Autism Spectrum Disorder, Volume 2 : Diagnosis and Clinical Analysis, 2, Academic Press Elsevier, pp.99-119, 2023, 978-0-12-824421-0
Book sections hal-04278671v1