Alexandre Chanson

Identifiants chercheurs

IdHAL :

alexandre-chanson

ORCID :

0000-0001-9195-5950

Publications

Communication dans un congrès (18)

BENCHMARKING FOUNDATION MODELS FOR UNSUPERVISED DISCOVERY IN LARGE MULTIMODAL ASTROPHYSICAL DATASETS Maxime Ronceray,Marc Huertas-Company,Alexandre Chanson,Malgorzata Siudek,Anna Pretoet al. 2nd Workshop on Foundation Models for Science Rethinking Foundation Models for Science: From Principles to Practice, Apr 2026, Rio de Janeiro, Brazil Communication dans un congrès hal-05583297v1
Comparison queries generation using mathematical programming for exploratory data analysis Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Vincent T'kindt Gestion de Données – Principes, Technologies et Applications (BDA), Oct 2025, Toulouse, France Communication dans un congrès hal-05239443v1
Finding Comparison Insights in Multidimensional Datasets Patrick Marcel,Alexandre Chanson,Claire Antoine,Nicolas Labroche DOLAP 2025, Mar 2025, Barcelone, France Communication dans un congrès hal-05421320v1
Interestingness Measures for Exploratory Data Analysis: a Survey Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Verónika Perlata,Panos Vassiliadis New Trends in Database and Information Systems. ADBIS 2024., Aug 2024, Bayonne, France. pp.14-24, ⟨10.1007/978-3-031-70421-5_2⟩ Communication dans un congrès hal-05421310v1
Interestingness measures for exploratory data analysis: a survey Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Panos Vassiliadis,Veronika Peralta New Trends in Database and Information Systems - ADBIS 2024, Aug 2024, Bayonne, France Communication dans un congrès hal-04835232v1
Pairwise loss regularization for recommendations explanation Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Willème Verdeaux 25th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data, Mar 2023, Ioannina, Greece. pp.91-95 Communication dans un congrès hal-04098738v1
Automatic generation of comparison notebooks for interactive data exploration Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Stefano Rizzi,Vincent T'kindt International Conference on Extending Database Technology (EDBT), Mar 2022, Edinburgh, United Kingdom Communication dans un congrès hal-03564934v1
Generating personalized data narrations from EDA notebooks Alexandre Chanson,Faten El Outa,Nicolas Labroche,Patrick Marcel,Veronika Peraltaet al. 24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2022), Mar 2022, Edinburgh, United Kingdom Communication dans un congrès hal-03892344v1
Automatic generation of comparison notebooks for interactive data exploration Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Stefano Rizzi,Vincent T'kindt 38ème Journées de Conférence sur la Gestion des Données (BDA), Oct 2022, Clermont-Ferrand, France Communication dans un congrès hal-03894444v1
Matheuristics for solving the Traveling analyst problem Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Vincent t'Kindt ROADEF 2022, Feb 2022, Lyon, France Communication dans un congrès hal-03526265v1
Clustering sequences of multi-dimensional sets of semantic elements Clément Moreau,Alexandre Chanson,Veronika Peralta,Thomas Devogele,Cyril de Runz SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021, Virtual Event, South Korea. pp.384-391, ⟨10.1145/3412841.3441920⟩ Communication dans un congrès hal-03319246v1
Towards Local Post-hoc Recommender Systems Explanations Alexandre Chanson,Nicolas Labroche,Willème Verdeaux Proceedings of the 23rd International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP), Mar 2021, Nicosia, Cyprus Communication dans un congrès hal-03533783v1
A chain composite item recommender for lifelong pathways Patrick Marcel,Alexandre Chanson,Thomas Devogele,Nicolas Labroche,Nicolas Ringuetet al. at The 23rd International Conference on Big Data Analytics and Knowledge Discovery (DAWAK2021), Sep 2021, Linz, Austria Communication dans un congrès hal-03564900v1
The Traveling Analyst Problem, Orienteering applied to exploratory data analysis Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Vincent T'kindt Congrès annuel de la ROADEF 2021, Apr 2021, Mulhouse (en ligne), France Communication dans un congrès hal-03217380v1
The Traveling Analyst Problem: Definition and preliminary study Alexandre Chanson,Ben Crulis,Nicolas Labroche,Patrick Marcel,Veronika Peraltaet al. Design, Optimization, Languages and Analytical Processing of Big Data, Mar 2020, Copenhagen, Denmark Communication dans un congrès hal-03001208v1
Learning Analysis Patterns using a Contextual Edit Distance Clément Moreau,Veronika Peralta,Patrick Marcel,Alexandre Chanson,Thomas Devogele Design, Optimization, Languages and Analytical Processing of Big Data, Mar 2020, Copenhagen, Denmark Communication dans un congrès hal-03048875v1
Profiling user belief in BI exploration for measuring subjective interestingness Alexandre Chanson,Ben Crulis,Krista Drushku,Nicolas Labroche,Patrick Marcel DOLAP 2019, Mar 2019, Lisboa, Portugal Communication dans un congrès hal-02375871v1
User and Context Aware Composite Item Recommendation Krista Drushku,Alexandre Chanson,Ben Crulis,Nicolas Labroche,Patrick Marcel ComplexRec 2018 Second Workshop on Recommendation in Complex Scenarios @ RecSys 2018, Oct 2018, Vancouver, Canada Communication dans un congrès hal-01898300v1

Article dans une revue (2)

Comparison Queries Generation Using Mathematical Programming for Exploratory Data Analysis Alexandre Chanson,Nicolas Labroche,Patrick Marcel,Vincent T'kindt IEEE Transactions on Knowledge and Data Engineering, 2024, 36 (12), pp.7792-7804. ⟨10.1109/TKDE.2024.3474828⟩ Article dans une revue hal-04840397v1
Preference-based and local post-hoc explanations for recommender systems Léo Brunot,Nicolas Canovas,Alexandre Chanson,Nicolas Labroche,Willème Verdeaux Information Systems, 2022, 108, pp.102021. ⟨10.1016/j.is.2022.102021⟩ Article dans une revue hal-04179614v1

Pré-publication, Document de travail (2)

Matheuristics to solve the Traveling Analyst Problem Alexandre Chanson,Vincent T'kindt,Nicolas Labroche,Patrick Marcel 2023 Pré-publication, Document de travail hal-04125805v1
A Subjective Interestingness measure for Business Intelligence explorations Alexandre Chanson,Ben Crulis,Nicolas Labroche,Patrick Marcel 2020 Pré-publication, Document de travail hal-03001221v1

Thèse (1)

Optimisation and interactive data analysis: the Traveling Analyst Problem Alexandre Chanson Databases [cs.DB]. Université de Tours, 2023. English. ⟨NNT : ⟩ Thèse tel-04596465v1

Chapitre d'ouvrage (1)

A Chain Composite Item Recommender for Lifelong Pathways Patrick Marcel,Alexandre Chanson,Thomas Devogele,Nicolas Labroche,Nicolas Ringuetet al. 23rd International Conference Big Data Analytics and Knowledge Discovery, 12925, Springer International Publishing, pp.55-66, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-86534-4_5⟩ Chapitre d'ouvrage hal-03452597v1