Julien Aligon

Orcid: 0000-0002-1954-8733

According to our database1, Julien Aligon authored at least 31 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Explanations as a New Metric for Feature Selection: A Systematic Approach.
IEEE J. Biomed. Health Informatics, August, 2023

A quantitative approach for the comparison of additive local explanation methods.
Inf. Syst., March, 2023

AutoXAI: Un cadre pour sélectionner automatiquement la solution d'XAI la plus adaptée.
Proceedings of the Extraction et Gestion des Connaissances, 2023


Data Exploration Based on Local Attribution Explanation: A Medical Use Case.
Proceedings of the New Trends in Database and Information Systems, 2023

How to Make the Most of Local Explanations: Effective Clustering Based on Influences.
Proceedings of the Advances in Databases and Information Systems, 2023

2022
Coalitional Strategies for Efficient Individual Prediction Explanation.
Inf. Syst. Frontiers, 2022

Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI Solutions.
CoRR, 2022

Local Explanation-Based Method for Healthcare Risk Stratification.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Stratégies coalitionnelles pour une explication efficace des prédictions individuelles.
Proceedings of the Extraction et Gestion des Connaissances, 2022

A Comparative Study of Additive Local Explanation Methods based on Feature Influences.
Proceedings of the 24th International Workshop on Design, 2022

AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Analysis-oriented Metadata for Data Lakes.
Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021

2020
Explaining Single Predictions: A Faster Method.
Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

Recommandations basées sur les centres d'intérêts utilisateurs en Business Intelligence.
Proceedings of the Actes du XXXVIIIème Congrès INFORSID, Dijon, France, June 2-4, 2020., 2020

A Framework for User Assistance on Predictive Models.
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

Improving on Coalitional Prediction Explanation.
Proceedings of the Advances in Databases and Information Systems, 2020

2019
Interest-based recommendations for business intelligence users.
Inf. Syst., 2019

Un cadre d'aide à l'exploitation des résultats de prédictions, à destination d'experts de domaine.
Proceedings of the Actes du XXXVIIème Congrès INFORSID, Paris, France, June 11-14, 2019., 2019

Data Quality Alerting Model for Big Data Analytics.
Proceedings of the New Trends in Databases and Information Systems, 2019

2018
Weather Data Visualization and Analytical Platform.
Scalable Comput. Pract. Exp., 2018

2017
User Interests Clustering in Business Intelligence Interactions.
Proceedings of the Advanced Information Systems Engineering, 2017

2016
Défi EGC 2016 : Analyse par Motifs Fréquents et Topic Modeling.
Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

2015
A collaborative filtering approach for recommending OLAP sessions.
Decis. Support Syst., 2015

2014
Similarity measures for OLAP sessions.
Knowl. Inf. Syst., 2014

A Holistic Approach to OLAP Sessions Composition: The Falseto Experience.
Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

2013
A Methodology to Gather Real OLAP Analysis Sessions.
Proceedings of the Actes des 9èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2013

2012
Summarizing former sessions for user-centric OLAP.
Proceedings of the Actes des 8èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2012

2011
Summarizing and Querying Logs of OLAP Queries.
Proceedings of the Advances in Knowledge Discovery and Management, 2011

Résumés et interrogations de logs de requête OLAP.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Mining Preferences from OLAP Query Logs for Proactive Personalization.
Proceedings of the Advances in Databases and Information Systems, 2011


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