PRYNT: a tool for prioritization of disease candidates from proteomics data using a combination of shortest-path and random walk algorithms
Boizard, Franck, Buffin-Meyer, Bénédicte, Aligon, Julien, Teste, Olivier, Schanstra, Joost P., Klein, Julie
Published in Scientific reports (11.03.2021)
Published in Scientific reports (11.03.2021)
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Journal Article
Coalitional Strategies for Efficient Individual Prediction Explanation
Ferrettini, Gabriel, Escriva, Elodie, Aligon, Julien, Excoffier, Jean-Baptiste, Soulé-Dupuy, Chantal
Published in Information systems frontiers (01.02.2022)
Published in Information systems frontiers (01.02.2022)
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Journal Article
A collaborative filtering approach for recommending OLAP sessions
Aligon, Julien, Gallinucci, Enrico, Golfarelli, Matteo, Marcel, Patrick, Rizzi, Stefano
Published in Decision Support Systems (01.01.2015)
Published in Decision Support Systems (01.01.2015)
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Journal Article
Similarity measures for OLAP sessions
Aligon, Julien, Golfarelli, Matteo, Marcel, Patrick, Rizzi, Stefano, Turricchia, Elisa
Published in Knowledge and information systems (01.05.2014)
Published in Knowledge and information systems (01.05.2014)
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Journal Article
Interest-based recommendations for business intelligence users
Drushku, Krista, Aligon, Julien, Labroche, Nicolas, Marcel, Patrick, Peralta, Verónika
Published in Information systems (Oxford) (01.12.2019)
Published in Information systems (Oxford) (01.12.2019)
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Journal Article
Effective data exploration through clustering of local attributive explanations
Escriva, Elodie, Lefrere, Tom, Martin, Manon, Aligon, Julien, Chanson, Alexandre, Excoffier, Jean-Baptiste, Labroche, Nicolas, Soulé-Dupuy, Chantal, Monsarrat, Paul
Published in Information systems (Oxford) (01.01.2025)
Published in Information systems (Oxford) (01.01.2025)
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Journal Article
Explainable machine learning framework to predict personalized physiological aging
Bernard, David, Doumard, Emmanuel, Ader, Isabelle, Kemoun, Philippe, Pagès, Jean‐Christophe, Galinier, Anne, Cussat‐Blanc, Sylvain, Furger, Felix, Ferrucci, Luigi, Aligon, Julien, Delpierre, Cyrille, Pénicaud, Luc, Monsarrat, Paul, Casteilla, Louis
Published in Aging cell (01.08.2023)
Published in Aging cell (01.08.2023)
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Journal Article
Explainable machine learning framework to predict personalized physiological aging
Bernard, David, Doumard, Emmanuel, Ader, Isabelle, Kemoun, Philippe, Pagès, Jean‐christophe, Galinier, Anne, Cussat-Blanc, Sylvain, Furger, Felix, Ferrucci, Luigi, Aligon, Julien, Delpierre, Cyrille, Pénicaud, Luc, Monsarrat, Paul, Casteilla, Louis
Published in Aging cell (10.06.2023)
Published in Aging cell (10.06.2023)
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Journal Article
Local Explanation-Based Method for Healthcare Risk Stratification
Excoffier, Jean-Baptiste, Escriva, Elodie, Aligon, Julien, Ortala, Matthieu
Published in Studies in health technology and informatics (25.05.2022)
Published in Studies in health technology and informatics (25.05.2022)
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Journal Article
Systemic Periodontal Risk Score Using an Innovative Machine Learning Strategy: An Observational Study
Monsarrat, Paul, Bernard, David, Marty, Mathieu, Cecchin-Albertoni, Chiara, Doumard, Emmanuel, Gez, Laure, Aligon, Julien, Vergnes, Jean-Noël, Casteilla, Louis, Kemoun, Philippe
Published in Journal of personalized medicine (04.02.2022)
Published in Journal of personalized medicine (04.02.2022)
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Journal Article
Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI Solutions
Cugny, Robin, Aligon, Julien, Chevalier, Max, Geoffrey Roman Jimenez, Teste, Olivier
Published in arXiv.org (10.10.2022)
Published in arXiv.org (10.10.2022)
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Paper
Journal Article
Coalitional strategies for efficient individual prediction explanation
Ferrettini, Gabriel, Escriva, Elodie, Aligon, Julien, Jean-Baptiste Excoffier, Soulé-Dupuy, Chantal
Published in arXiv.org (01.04.2021)
Published in arXiv.org (01.04.2021)
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Paper
Journal Article
Data Quality Impact in Business Inteligence
Gyulgyulyan, Eliza, Ravat, Franck, Astsatryan, Hrachya, Aligon, Julien
Published in 2018 Ivannikov Memorial Workshop (IVMEM) (01.05.2018)
Published in 2018 Ivannikov Memorial Workshop (IVMEM) (01.05.2018)
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Conference Proceeding
A METHOD FOR DETERMINING A PHYSIOLOGICAL AGE OF A SUBJECT
CASTEILLA, Louis, CUSSAT-BLANC, Sylvain, ALIGON, Julien, MONSARRAT, Paul, BERNARD, David, DOUMARD, Emmanuel, ADER, Isabelle, KEMOUN, Philippe
Year of Publication 28.09.2023
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Year of Publication 28.09.2023
Patent