Alexandre Chanson
- Bases de données et traitement des langues naturelles (BDTLN)
Publications
Publications
Comparison queries generation using mathematical programming for exploratory data analysisGestion de Données – Principes, Technologies et Applications (BDA), Oct 2025, Toulouse, France |
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Finding Comparison Insights in Multidimensional DatasetsDOLAP 2025, Mar 2025, Barcelone, France |
Interestingness Measures for Exploratory Data Analysis: a SurveyNew Trends in Database and Information Systems. ADBIS 2024., Aug 2024, Bayonne, France. pp.14-24, ⟨10.1007/978-3-031-70421-5_2⟩ |
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Interestingness measures for exploratory data analysis: a surveyNew Trends in Database and Information Systems - ADBIS 2024, Aug 2024, Bayonne, France |
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Pairwise loss regularization for recommendations explanation25th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data, Mar 2023, Ioannina, Greece. pp.91-95 |
Automatic generation of comparison notebooks for interactive data explorationInternational Conference on Extending Database Technology (EDBT), Mar 2022, Edinburgh, United Kingdom |
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Generating personalized data narrations from EDA notebooks24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2022), Mar 2022, Edinburgh, United Kingdom |
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Automatic generation of comparison notebooks for interactive data exploration38ème Journées de Conférence sur la Gestion des Données (BDA), Oct 2022, Clermont-Ferrand, France |
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Matheuristics for solving the Traveling analyst problemROADEF 2022, Feb 2022, Lyon, France |
A chain composite item recommender for lifelong pathwaysat The 23rd International Conference on Big Data Analytics and Knowledge Discovery (DAWAK2021), Sep 2021, Linz, Austria |
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The Traveling Analyst Problem, Orienteering applied to exploratory data analysisCongrès annuel de la ROADEF 2021, Apr 2021, Mulhouse (en ligne), France |
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Clustering sequences of multi-dimensional sets of semantic elementsSAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021, Virtual Event, South Korea. pp.384-391, ⟨10.1145/3412841.3441920⟩ |
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Towards Local Post-hoc Recommender Systems ExplanationsProceedings of the 23rd International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP), Mar 2021, Nicosia, Cyprus |
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The Traveling Analyst Problem: Definition and preliminary studyDesign, Optimization, Languages and Analytical Processing of Big Data, Mar 2020, Copenhagen, Denmark |
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Learning Analysis Patterns using a Contextual Edit DistanceDesign, Optimization, Languages and Analytical Processing of Big Data, Mar 2020, Copenhagen, Denmark |
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Profiling user belief in BI exploration for measuring subjective interestingnessDOLAP 2019, Mar 2019, Lisboa, Portugal |
User and Context Aware Composite Item RecommendationComplexRec 2018 Second Workshop on Recommendation in Complex Scenarios @ RecSys 2018, Oct 2018, Vancouver, Canada |
Comparison Queries Generation Using Mathematical Programming for Exploratory Data AnalysisIEEE Transactions on Knowledge and Data Engineering, 2024, 36 (12), pp.7792-7804. ⟨10.1109/TKDE.2024.3474828⟩ |
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Preference-based and local post-hoc explanations for recommender systemsInformation Systems, 2022, 108, pp.102021. ⟨10.1016/j.is.2022.102021⟩ |
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Matheuristics to solve the Traveling Analyst Problem2023 |
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A Subjective Interestingness measure for Business Intelligence explorations2020 |
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Optimisation and interactive data analysis: the Traveling Analyst ProblemDatabases [cs.DB]. Université de Tours, 2023. English. ⟨NNT : ⟩ |
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A Chain Composite Item Recommender for Lifelong Pathways23rd 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⟩ |