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Chantal Soulé-Dupuy

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Julien Aligon

> Home > Persons > Chantal Soulé-Dupuy

Publications

2023
[j17]
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  - journals/is/DoumardAEEMS23
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  - https://dblp.org/rec/journals/is/DoumardAEEMS23
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy:
A quantitative approach for the comparison of additive local explanation methods. Inf. Syst. 114: 102162 (2023)
[j16]
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  - journals/titb/WangDSKAM23
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Haomiao Wang, Emmanuel Doumard, Chantal Soulé-Dupuy, Philippe Kémoun, Julien Aligon, Paul Monsarrat:
Explanations as a New Metric for Feature Selection: A Systematic Approach. IEEE J. Biomed. Health Informatics 27(8): 4131-4142 (2023)
[c65]
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  - conf/adbis/EscrivaAEMS23
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Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy:
How to Make the Most of Local Explanations: Effective Clustering Based on Influences. ADBIS 2023: 146-160
[c64]
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  - conf/adbis/EscrivaDEAMS23
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Elodie Escriva, Emmanuel Doumard, Jean-Baptiste Excoffier, Julien Aligon, Paul Monsarrat, Chantal Soulé-Dupuy:
Data Exploration Based on Local Attribution Explanation: A Medical Use Case. ADBIS (Short Papers) 2023: 315-323
2022
[j15]
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  - journals/isf/FerrettiniEAES22
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Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy:
Coalitional Strategies for Efficient Individual Prediction Explanation. Inf. Syst. Frontiers 24(1): 49-75 (2022)
[c63]
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  - electronic edition @ ceur-ws.org (open access)
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  - conf/dolap/DoumardAEEMS22
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Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy:
A Comparative Study of Additive Local Explanation Methods based on Feature Influences. DOLAP 2022: 31-40
[c62]
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  - electronic edition @ editions-rnti.fr
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  - conf/f-egc/EscrivaFAES22
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Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy:
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles. EGC 2022: 395-402
2021
[c61]
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  - conf/ideas/0022RASFM21
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Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soulé-Dupuy, Gabriel Ferrettini, Imen Megdiche:
Analysis-oriented Metadata for Data Lakes. IDEAS 2021: 194-203
[i1]
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  - electronic edition @ arxiv.org (open access)
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  - journals/corr/abs-2104-00765
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Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy:
Coalitional strategies for efficient individual prediction explanation. CoRR abs/2104.00765 (2021)
2020
[c60]
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  - conf/adbis/FerrettiniAS20
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Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy:
Improving on Coalitional Prediction Explanation. ADBIS 2020: 122-135
[c59]
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  - conf/circle/FerrettiniASR20
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Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy, William Raynaut:
A Framework for User Assistance on Predictive Models. CIRCLE 2020
[c58]
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  - conf/sofsem/FerrettiniAS20
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Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy:
Explaining Single Predictions: A Faster Method. SOFSEM 2020: 313-324
2019
[c55]
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  - electronic edition @ inforsid.fr (open access)
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  - conf/inforsid/FerrettiniAS19
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Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy:
Un cadre d'aide à l'exploitation des résultats de prédictions, à destination d'experts de domaine. INFORSID 2019: 206-220

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