Gilles Dequen
58
Documents
Publications
Learning Embeddings from Free-text Triage Notes using Pretrained Transformer ModelsHEALTHINF: 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⟩
Communication dans un congrès
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Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-trackingHEALTHINF: 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⟩
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Utilisation d'un PRE pour le partage de fichiers chiffrés en mode SaaSCOMPAS 2022, Jul 2022, Amiens, France
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A New Delegated Authentication Protocol based on PRE18th International Conference on Security and Cryptography, Jul 2021, Online Streaming, France. pp.468-478, ⟨10.5220/0010542404680478⟩
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NLP-Based Prediction of Medical Specialties at Hospital Admission Using Triage Notes2021 IEEE 9TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2021), Aug 2021, Victoria, Canada. pp.548-553, ⟨10.1109/ICHI52183.2021.00103⟩
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Proportional representation to increase data utility in k-anonymous tables26th IEEE Symposium on Computers and Communications, Sep 2021, Athènes, Greece
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The Role of Text Analytics in Healthcare: A Review of Recent Developments and ApplicationsHEALTHINF: 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⟩
Communication dans un congrès
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Logical cryptanalysis with WDSatProceedings of SAT 2021, Jul 2021, Barcelona, Spain. ⟨10.1007/978-3-030-80223-3\_37⟩
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Multi-criteria Optimization Using l-diversity and t-closeness for k-anonymizationData Privacy Management, Cryptocurrencies and Blockchain Technology, Sep 2020, Guildford, United Kingdom. pp.73-88, ⟨10.1007/978-3-030-66172-4_5⟩
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CCA Secure Unidirectional PRE with Key Pair in the Standard Model without Pairings6th International Conference on Information Systems Security and Privacy, Feb 2020, Valletta, Malta. pp.440-447, ⟨10.5220/0008955704400447⟩
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NLP-Based Approach to Detect Autism Spectrum Disorder in Saccadic Eye Movement2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, Canberra, Australia. pp.1581-1587
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Modeling and Evaluation of k-anonymization MetricsPrivacy Preserving Artificial Intelligence Workshop of AAAI 2020, Feb 2020, New York (virtual), United States
Communication dans un congrès
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Encrypted Data Sharing Using Proxy ReEncryption in Smart GridInternational Conference on Electronic Engineering and Renewable Energy, Apr 2020, Saidia, Morocco. pp.161-167, ⟨10.1007/978-981-15-6259-4_15⟩
Communication dans un congrès
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Multi-Channel Convnet Approach to Predict the Risk of in-Hospital Mortality for Icu PatientsDeLTA 2020 - Proceedings of the 1st International Conference on Deep Learning Theory and Applications, Jul 2020, A distance, Unknown Region. pp.98--102
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Deep Learning to Predict Hospitalization at Triage: Integration of Structured Data and Unstructured Text2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, Atlanta, United States. pp.4836-4841, ⟨10.1109/BigData50022.2020.9378073⟩
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Generative Modeling of Synthetic Eye-Tracking Data: NLP-based Approach with Recurrent Neural NetworksProceedings of the 12th International Joint Conference on Computational Intelligence, Nov 2020, Budapest, Unknown Region. pp.479--484
Communication dans un congrès
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A SAT-Based Approach for Index Calculus on Binary Elliptic CurvesProgress in Cryptology - AFRICACRYPT 2020, Jul 2020, Cairo, Egypt. pp.214-235, ⟨10.1007/978-3-030-51938-4⟩
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Parity (XOR) Reasoning for the Index Calculus AttackPrinciples and Practice of Constraint Programming 2020, Sep 2020, Louvain-la-Neuve, Belgium. pp.774-790, ⟨10.1007/978-3-030-58475-7_45⟩
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Learning to Predict Autism Spectrum Disorder based on the Visual Patterns of Eye-tracking ScanpathsHEALTHINF: 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⟩
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Learning Clusters in Autism Spectrum Disorder: Image-Based Clustering of Eye-Tracking Scanpaths with Deep Autoencode2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, Berlin, Germany. pp.1417-1420
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PRE as a Service within Smart Grid City16th International Conference on Security and Cryptography, Jul 2019, Prague, Czech Republic. pp.394-401, ⟨10.5220/0007838503940401⟩
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Automatic Autism Spectrum Disorder Detection Thanks to Eye-Tracking and Neural Network-Based ApproachINTERNET OF THINGS (IOT) TECHNOLOGIES FOR HEALTHCARE, HEALTHYIOT 2017, 2017, Angers, France. pp.75-81, ⟨10.1007/978-3-319-76213-5\_11⟩
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Automatically Generating Assessment Tests within Higher Education Context thanks to Genetic ApproachInternational Conference on Metaheuristics and Nature Inspired Computing, Oct 2016, Marrakech, Morocco
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Deriving CGM Based-Parallel Algorithms for the Optimal Binary Search-Tree Problem13th International Conference on Information Technology, Jun 2016, Las Vegas, United States. pp.655--665, ⟨10.1007/978-3-319-32467-8⟩
Communication dans un congrès
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Vers la generation automatique de tests d’évaluations differencies et equitables en contexte universitaire.Atelier evaluation des Apprentissages et Environnements Informatiques d'EIAH2015, 2015, Agadir, Maroc, Morocco. pp.0-6
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From a Logical Approach to Internal States of Hash Functions - How SAT Problem Can Help to Understand SHA-* and MDSECRYPT, 2013, Iceland. pp.435-443
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Automatiser la génération et la correction d'évaluations individualisées en contexte universitaire présentielEIAH'2013, 2013, Unknown, France. pp.1--6
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Encoding hash functions as a SAT problemICTAI, 2012, Greece. pp.916--921, ⟨10.1109/ICTAI.2012.128⟩
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Inverting Thanks to SAT Solving - An Application on Reduced-step MDSECRYPT, 2012, Italy. pp.339--344
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Designing a Parallel Collaborative SAT SolverPDPTA, 2011, United States. pp.312--319
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Collisionner MD5 : Modélisation logique et résolution parallèleRENPAR'20, 2011, Unknown, France. pp.1--6
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Toward Easy Parallel SAT SolvingICTAI, 2009, United States. pp.425--432, ⟨10.1109/ICTAI.2009.63⟩
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Automatic parallel SAT solving using MTSSHPCS, 2009, Germany. pp.176--177, ⟨10.1109/HPCSIM.2009.5191794⟩
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On Omnidirectional Catadioptric Stereovision DesignIn the third edition of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2007), 2007, Girona, Spain
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A New Omnidirectional Stereovision SensorOMNIVIS held with IEEE ICCV 2007, 2007, Rio De Janeiro, Unknown Region. pp.1--6
Communication dans un congrès
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Utilisation de la Propagation de Contraintes Booléennes pour la Production de Sous-ClausesPremières Journées Francophones de Programmation par Contraintes, CRIL - CNRS FRE 2499, Jun 2005, Lens, pp.69-78
Communication dans un congrès
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Utilisation de la Propagation de Contraintes pour la Production de Sous-ClausesPremières Journées Francophones de la Programmation par Contraintes (JFPC'05), 2005, Lens, France. pp.69-78
Communication dans un congrès
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Using Boolean Constraint Propagation for Sub-clause Deduction11th International Conference on Principles and Practice of Constraint Programming (CP'05), Oct 2005, Sitges, Spain. pp.757-761
Communication dans un congrès
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KCNFS solverSAT 2005 - 8th International Conference on Theory and Applications of Satisfiability Testing, Jun 2005, St. Andrews, Scotland, United Kingdom. pp.486-501
Communication dans un congrès
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kcnfs: An Efficient Solver for Random k-SAT FormulaeSAT 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⟩
Communication dans un congrès
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Renormalisation as a function of clause lengths for solving random k-SATSAT 2002 - Fifth International Symposium on the Theory and Applications of Satisfiability Testing, May 2002, Cincinnati, Ohio, United States. pp.120-132
Communication dans un congrès
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A backbone search Heuristic for efficient solving of hard 3-SAT formulaeIJCAI'01 - 17th International Joint Conference on Artificial Intelligence, Aug 2001, Seattle, United States. pp.248-253
Communication dans un congrès
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The non-existence of (3,1,2)-conjugate orthogonal idemôtent latin square of order 10CP 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⟩
Communication dans un congrès
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Applications of machine learning methods to assist the diagnosis of autism spectrum disorderEl-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
Chapitre d'ouvrage
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Applications of machine learning methods to assist the diagnosis of autism spectrum disorder2023
Pré-publication, Document de travail
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