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CIPAD Cannes Intelligentes pour les Personnes Agées Dépendantes

Réjane Dalcé , Thierry Val , Imen Megdiche
Health Day, Smart 4 health (Smart4Health 2023), INTEROP-VLAB : European Virtual Laboratory for Enterprise Interoperability, ISIS (Ecole d'ingénieurs : Informatique et Systèmes d'information pour la santé), Castres, Feb 2023, Castres (Tarn), France
Conference papers hal-03996578v1
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FAPFID: A Fairness-Aware Approach for Protected Features and Imbalanced Data

Ginel Dorleon , Imen Megdiche , Nathalie Bricon-Souf , Olivier Teste
Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2023, Lecture Notes in Computer Science book series (LNCS), 13840 (TLDKS), pp.107-125. ⟨10.1007/978-3-662-66863-4_5⟩
Journal articles hal-03995398v1
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Mitigation of Data Bias through Fair Features Selection Methods

Ginel Dorleon
Artificial Intelligence [cs.AI]. Paul Sabatier. Université Toulouse III - Paul Sabatier (UPS), Toulouse, FRA., 2023. English. ⟨NNT : ⟩
Theses tel-03995412v1
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L'explicabilité au service de l'extraction de connaissances : application à des données médicales

Robin Cugny , Emmanuel Doumard , Elodie Escriva , Haomiao Wang
EXPLAIN'AI Workshop 2023 - Extraction et Gestion de Connaissances, Jan 2023, Lyon, France. ⟨10.48550/ARXIV.2302.02653⟩
Conference papers hal-03978252v1
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Tabular Data Integration for Multidimensional Data Warehouse

Yuzhao Yang
Computer Science [cs]. Université Toulouse 1 Capitole (UT1 Capitole); Université de Toulouse; IRIT - Institut de Recherche en Informatique de Toulouse, 2022. English. ⟨NNT : ⟩
Theses tel-03903570v1
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Malicious human behaviour in information system security: Contribution to a Threat Model for Event Detection Algorithms

Olivier de Casanove , Florence Sèdes
15th Symposium on Foundations and Practice of Security (FPS 2022), Dec 2022, Ottawa, Canada
Conference papers hal-03815005v3

Predicting Patient’s Waiting Times in Emergency Department: A Retrospective Study in the CHIC Hospital Since 2019

Nadhem Ben Ameur , Imene Lahyani , Rafika Thabet , Imen Megdiche , Jean-Christophe Steinbach et al.
MEDI 2022 - International Conference on Model and Data Engineering, Nov 2022, Le Caire (Egypte), Egypt. pp.44-57, ⟨10.1007/978-3-031-23119-3_4⟩
Conference papers hal-03935078v1

Examining Students’ Behavior in a Digital Simulation Game for Nurse Training

Daria Novoseltseva , Catherine Pons Lelardeux , Nadine Baptiste Jessel
International Journal of Serious Games, 2022
Journal articles hal-03900578v1

Examining Students’ Behavior in a Digital Simulation Game for Nurse Training

Daria Novoseltseva , Catherine Pons , Nadine Jessel
International Journal of Serious Games, 2022, 9 (4), pp.3-24. ⟨10.17083/ijsg.v9i4.543⟩
Journal articles hal-03903619v1
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Query Management for a Decentralised Enterprise Knowledge Graph

Bastien Vidé , Max Chevalier , Franck Ravat
16th International Conference on Signal Image Technology & Internet based Systems (SITIS 2022), Oct 2022, Dijon, France. ⟨10.1109/SITIS57111.2022.00012⟩
Conference papers hal-03830000v1
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AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution

Robin Cugny , Julien Aligon , Max Chevalier , Geoffrey Roman Jimenez , Olivier Teste et al.
31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Oct 2022, Atlanta GA, United States. pp.315-324, ⟨10.1145/3511808.3557247⟩
Conference papers hal-03854778v1
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Comparison of machine learning models for early depression detection from users’ posts

Josiane Mothe , Faneva Ramiandrisoa , Md Zia Ullah
Early Detection of Mental Health Disorders by Social Media Monitoring: The First Five Years of the eRisk Project, 1018, Springer International Publishing, pp.111-139, 2022, Studies in Computational Intelligence book series (SCI), 978-3-031-04430-4. ⟨10.1007/978-3-031-04431-1_5⟩
Book sections hal-03854902v2
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Dimensional Data KNN-Based Imputation

Yuzhao Yang , Jérôme Darmont , Franck Ravat , Olivier Teste
26th European Conference on Advances in Databases and Information Systems (ADBIS 2022), Sep 2022, Turin, Italy. pp.315-329, ⟨10.1007/978-3-031-15740-0_23⟩
Conference papers hal-03795165v1

Prediction of brand stories spreading on social networks

Thi Bich Ngoc Hoang , Josiane Mothe
Advances in Data Analysis and Classification, 2022, 16 (3), pp.559-591. ⟨10.1007/s11634-021-00450-x⟩
Journal articles hal-03853725v1

Feature Selection Under Fairness and Performance Constraints

Ginel Dorleon , Olivier Teste , Nathalie Souf , Imen Megdiche
24th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2022), Aug 2022, Vienne, Austria. pp.125-130, ⟨10.1007/978-3-031-12670-3_11⟩
Conference papers hal-03993007v1
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Automatic Machine Learning-based OLAP Measure Detection for Tabular Data

Yuzhao Yang , Fatma Abdelhedi , Jérôme Darmont , Franck Ravat , Olivier Teste et al.
24th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2022), Aug 2022, Vienna, Austria. pp.173-188, ⟨10.1007/978-3-031-12670-3_15⟩
Conference papers hal-03668454v1

CIRCLE 2022 - Information Retrieval Communities in Europe 2022: Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe

Lynda Tamine , Enrique Amigó , Josiane Mothe
3178,, 2022, CEUR Workshop Proceedings, ISSN 1613-0073
Proceedings hal-03853785v1

DLToDW: Transferring Relational and NoSQL Databases from a Data Lake

Rym Jemmali , Gilles Zurfluh , Fatma Abdelhedi
SN Computer Science, 2022, 3 (5), pp.article 381. ⟨10.1007/s42979-022-01287-7⟩
Journal articles hal-03758354v1
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Applying PDCA to Security, Education, Training and Awareness Programs

Olivier de Casanove , Nicolas Leleu , Florence Sèdes
16th IFIP WG 11.12 International Symposium on Human Aspects of Information Security and Assurance (HAISA 2022), IFIP TC 11 Working Group 12: Human Aspects of Information Security and Assurance, Jul 2022, Mytilenne, Lesvos, Greece. pp.39-48, ⟨10.1007/978-3-031-12172-2_4⟩
Conference papers hal-03249016v4

Impact of similarity measures on clustering mixed data

Abdoulaye Diop , Nabil El Malki , Max Chevalier , André Péninou , Olivier Teste et al.
34th International Conference on Scientific and Statistical Database Management (SSDBM 2022), Jul 2022, Copenhague, Denmark. ⟨10.1145/3538712.3538742⟩
Conference papers hal-03711360v1
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Selective Query processing: A Risk Sensitive Approach -Abstract

Josiane Mothe , Md Zia Ullah
2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), Jul 2022, Samatan, Gers, France. pp.1335-1345
Conference papers hal-03853742v2

A Study on the Impact of Class Distribution on Deep Learning - The Case of Histological Images and Cancer Detection

Ismat Ara Reshma , Josiane Mothe , Sylvain Cussat-Blanc , Hervé Luga , Camille Franchet et al.
2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), Jul 2022, Samatan, Gers, France. pp.1-5
Conference papers hal-03853768v1

Surrogate modelling for an aircraft dynamic landing loads simulation using an LSTM AutoEncoder-based dimensionality reduction approach

Michele Lazzara , Max Chevalier , Michele Colombo , Jasone Garay Garcia , Corentin J. Lapeyre et al.
Aerospace Science and Technology, 2022, 126, pp.107629. ⟨10.1016/j.ast.2022.107629⟩
Journal articles hal-03840028v1
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eCISE-OWL : Représentation OWL du Schéma de Données de l'Environnement Commun d'Échange d'Information pour le Domaine Maritime

Nathalie Aussenac-Gilles , Catherine Comparot , Antoine Dupuy , Nabil El Malki , Ronan Tournier et al.
33èmes Journées Francophones d'Ingénierie des Connaissances (IC 2022), Jun 2022, Saint-Etienne, France. pp.82-91
Conference papers hal-03760512v1
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Méconduites académiques : exploration d’une distinction potentielle de genres

Florence Sèdes , Evelyne Decullier
2ème Colloque International de Recherche et Action sur l’Intégrité Académique 2022, IRAFPA : Institut de Recherche et d'Action sur la Fraude et le Plagiat Académiques, Jun 2022, Coimbra, Portugal. pp.231-242
Conference papers hal-03817559v1
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Querying Temporal Property Graphs

Landy Andriamampianina , Franck Ravat , Jiefu Song , Nathalie Vallès-Parlangeau
34th International Conference on Advanced Information Systems Engineering (CAiSE 2022), Jun 2022, Louvain, Belgium. pp.355-370, ⟨10.1007/978-3-031-07472-1_21⟩
Conference papers hal-03694272v1

Diversity and Inclusion Activities in EGC - A 2022 Report

Sihem Amer-Yahia , Angela Bonifati , Cécile Favre , Elisa Fromont , Nicolas Labroche et al.
SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2022, 24 (1), pp.52-56. ⟨10.1145/3544903.3544911⟩
Journal articles hal-03878581v1
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Analytics Methods to Understand Information Retrieval Effectiveness—A Survey

Josiane Mothe
Mathematics , 2022, 10 (12), pp.2135. ⟨10.3390/math10122135⟩
Journal articles hal-03853873v2
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Adaptive Threshold for Anomaly Detection in ATM Radar Data Streams

Achraf Krim Rahaoui , Théobald de Riberolles , Jiefu Song
3rd International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2022), Jun 2022, Paris, France. pp.431-442, ⟨10.1007/978-3-031-09282-4_36⟩
Conference papers hal-03993858v1
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Vers une approche efficiente de gestion d'évolution des données graphes

Landy Andriamampianina , Franck Ravat , Jiefu Song , Nathalie Vallès-Parlangeau
40ème Congrès annuel INFormatique des ORganisations et Systèmes d'Information et de Décision (INFORSID 2022), May 2022, Dijon, France
Conference papers hal-03694949v1