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Julien Aligon
Julien Aligon
Université Toulouse Capitole - IRIT and RESTORE labs - SIG Team
Verified email at irit.fr
Title
Cited by
Cited by
Year
Similarity measures for OLAP sessions
J Aligon, M Golfarelli, P Marcel, S Rizzi, E Turricchia
Knowledge and information systems 39, 463-489, 2014
1112014
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
1052015
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
602011
Interest-based recommendations for business intelligence users
K Drushku, J Aligon, N Labroche, P Marcel, V Peralta
Information Systems 86, 79-93, 2019
352019
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
222022
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
202023
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
162022
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
152022
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
142022
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
142019
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
142014
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
112017
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
102023
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
102021
Explaining single predictions: A faster method
G Ferrettini, J Aligon, C Soulé-Dupuy
SOFSEM 2020: Theory and Practice of Computer Science: 46th International …, 2020
92020
Data Quality Impact in Business Inteligence
E Gyulgyulyan, F Ravat, H Astsatryan, J Aligon
2018 Ivannikov Memorial Workshop (IVMEM), 47-51, 2018
92018
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
82023
Improving on coalitional prediction explanation
G Ferrettini, J Aligon, C Soulé-Dupuy
Advances in Databases and Information Systems: 24th European Conference …, 2020
82020
Weather data visualization and analytical platform
HV Astsatryan, H Grogoryan, E Gyulgyulyan, A Hakobyan, A Kocharyan, ...
Scalable Computing: Practice and Experience 19 (2), 79-86, 2018
82018
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
72022
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