Julien Aligon

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Patrick MarcelProfessor, University of Orléans, FranceDirección de correo verificada de univ-orleans.fr
Paul MonsarratPaul Sabatier University, Department of Oral Medicine, Toulouse University Hospital, ToulouseDirección de correo verificada de univ-tlse3.fr
Elodie EscrivaDoctor in Explainable AI, IA Consultant @ justAIDirección de correo verificada de ut-capitole.fr
Stefano RizziDISI - University of BolognaDirección de correo verificada de unibo.it
Matteo GolfarelliDISI - University of BolognaDirección de correo verificada de unibo.it
Olivier TesteProfesseur d'Informatique, Université Toulouse 2, IRIT (CNRS UMR5505)Dirección de correo verificada de irit.fr
Elisa TurricchiaUniversity of BolognaDirección de correo verificada de unibo.it
Nicolas LabrocheProfessor at Université de Tours (France)Dirección de correo verificada de univ-tours.fr
Philippe Kemoununiversité Paul-SabatierDirección de correo verificada de univ-tlse3.fr
Franck RavatProfesseur d'Informatique, IRIT, Université Toulouse CapitoleDirección de correo verificada de irit.fr
Hrachya AstsatryanHead of Center for Scientific ComputingDirección de correo verificada de sci.am
Enrico GallinucciUniversity of BolognaDirección de correo verificada de unibo.it
Elsa NegreLAMSADE, Université Paris-DauphineDirección de correo verificada de dauphine.fr
Imen MegdicheMaître de conférences à INUC / ISIS Castres / IRITDirección de correo verificada de irit.fr
Moncef GarouaniUniversité Toulouse Capitole - IRITDirección de correo verificada de irit.fr
Alexandre ChansonAssociate professor, University of ToursDirección de correo verificada de univ-tours.fr
Chantal Soule-DupuyFull Professor Computer Science, Toulouse University, IRIT UMR 5505

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Julien Aligon

Université Toulouse Capitole - IRIT and RESTORE labs - SIG Team

Dirección de correo verificada de irit.fr

Predictive models Explainable AI Machine learning Recommender systems Information Systems


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Similarity measures for OLAP sessions J Aligon, M Golfarelli, P Marcel, S Rizzi, E Turricchia Knowledge and information systems 39, 463-489, 2014	119	2014
A collaborative filtering approach for recommending OLAP sessions J Aligon, E Gallinucci, M Golfarelli, P Marcel, S Rizzi Decision Support Systems 69, 20-30, 2015	108	2015
Mining preferences from OLAP query logs for proactive personalization J Aligon, M Golfarelli, P Marcel, S Rizzi, E Turricchia Advances in Databases and Information Systems: 15th International Conference …, 2011	60	2011
Interest-based recommendations for business intelligence users K Drushku, J Aligon, N Labroche, P Marcel, V Peralta Information Systems 86, 79-93, 2019	40	2019
A quantitative approach for the comparison of additive local explanation methods E Doumard, J Aligon, E Escriva, JB Excoffier, P Monsarrat, ... Information Systems 114, 102162, 2023	33	2023
Explainable machine learning framework to predict personalized physiological aging D Bernard, E Doumard, I Ader, P Kemoun, J Pagès, A Galinier, ... Aging cell 22 (8), e13872, 2023	26	2023
Coalitional strategies for efficient individual prediction explanation G Ferrettini, E Escriva, J Aligon, JB Excoffier, C Soulé-Dupuy Information Systems Frontiers 24 (1), 49-75, 2022	25	2022
Autoxai: A framework to automatically select the most adapted xai solution R Cugny, J Aligon, M Chevalier, G Roman Jimenez, O Teste Proceedings of the 31st ACM International Conference on Information …, 2022	24	2022
A comparative study of additive local explanation methods based on feature influences E Doumard, J Aligon, E Escriva, JB Excoffier, P Monsarrat, ... 24th International Workshop on Design, Optimization, Languages and …, 2022	20	2022
Systemic periodontal risk score using an innovative machine learning strategy: an observational study P Monsarrat, D Bernard, M Marty, C Cecchin-Albertoni, E Doumard, L Gez, ... Journal of Personalized Medicine 12 (2), 217, 2022	19	2022
Data quality alerting model for big data analytics E Gyulgyulyan, J Aligon, F Ravat, H Astsatryan New Trends in Databases and Information Systems: ADBIS 2019 Short Papers …, 2019	14	2019
A holistic approach to OLAP sessions composition: The falseto experience J Aligon, K Boulil, P Marcel, V Peralta Proceedings of the 17th International Workshop on Data Warehousing and OLAP …, 2014	14	2014
Analysis-oriented metadata for data lakes Y Zhao, F Ravat, J Aligon, C Soulé-Dupuy, G Ferrettini, I Megdiche Proceedings of the 25th International Database Engineering & Applications …, 2021	13	2021
User interests clustering in business intelligence interactions K Drushku, J Aligon, N Labroche, P Marcel, V Peralta, B Dumant Advanced Information Systems Engineering: 29th International Conference …, 2017	12	2017
Explaining single predictions: A faster method G Ferrettini, J Aligon, C Soulé-Dupuy SOFSEM 2020: Theory and Practice of Computer Science: 46th International …, 2020	10	2020
Data quality impact in business inteligence E Gyulgyulyan, F Ravat, H Astsatryan, J Aligon 2018 Ivannikov Memorial Workshop (IVMEM), 47-51, 2018	10	2018
Explanations as a new metric for feature selection: a systematic approach H Wang, E Doumard, C Soulé-Dupuy, P Kemoun, J Aligon, P Monsarrat IEEE Journal of Biomedical and Health Informatics 27 (8), 4131-4142, 2023	9	2023
Local explanation-based method for healthcare risk stratification JB Excoffier, E Escriva, J Aligon, M Ortala Challenges of Trustable AI and Added-Value on Health, 555-556, 2022	9	2022
PRYNT: a tool for prioritization of disease candidates from proteomics data using a combination of shortest-path and random walk algorithms F Boizard, B Buffin-Meyer, J Aligon, O Teste, JP Schanstra, J Klein Scientific reports 11 (1), 5764, 2021	9	2021
Improving on coalitional prediction explanation G Ferrettini, J Aligon, C Soulé-Dupuy European Conference on Advances in Databases and Information Systems, 122-135, 2020	8	2020

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