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Data Science Techniques for Sustainable Dairy Management

Kévin Fauvel , Véronique Masson , Philippe Faverdin , Alexandre Termier
ERCIM News, 2018, 113, pp.29-30
Article dans une revue hal-02623595v1
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La fouille de données

Amedeo Napoli , Alexandre Termier
Mokrane Bouzeghoub; Rémy Mosseri. Les Big Data à découvert, CNRS Editions, pp.1-3, 2017, 978-2-271-11464-8
Chapitre d'ouvrage hal-01673437v1
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QuickFill, QuickMixte : approches par blocs pour la réduction du nombre de programmes en synthèse de programmes

Vanessa Fokou , Peggy Cellier , Maurice Tchuente , Alexandre Termier
CARI 2022 - Colloque Africain sur la Recherche en Informatique et en Mathématiques Appliquées, Oct 2022, Yaoundé, Cameroun. pp.1-10
Communication dans un congrès hal-03717860v1
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Accelerating Itemset Sampling using Satisfiability Constraints on FPGA

Mael Gueguen , Olivier Sentieys , Alexandre Termier
DATE 2019 - 22nd IEEE/ACM Design, Automation and Test in Europe, Mar 2019, Florence, Italy. pp.1046-1051, ⟨10.23919/DATE.2019.8714932⟩
Communication dans un congrès hal-01941862v1
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Persistence-Based Discretization for Learning Discrete Event Systems from Time Series

Lénaïg Cornanguer , Christine Largouët , Laurence Rozé , Alexandre Termier
MLmDS 2023 - AAAI Workshop When Machine Learning meets Dynamical Systems: Theory and Applications, Feb 2023, Washington (DC), United States. pp.1-6
Communication dans un congrès hal-03934438v2

The french INRIA- INRAE White Book “Agriculture and digital technologies” - Coupling digitalization and agroecology to design more sustainable and resilient food systems

Véronique Bellon Maurel , Ludovic Brossard , Frédérick Garcia , Nathalie Mitton , Alexandre Termier
NARO 2022 - 2nd International Symposium on Food and Health “Global Food Security and Human Health -Toward Transforming the Food System with Advanced Technology-”, Dec 2022, virtuel, Japan
Communication dans un congrès hal-03900024v1
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Identifying Genetic Variant Combinations using Skypatterns

Hoang-Son Pham , Dominique Lavenier , Alexandre Termier
7th International Workshop on Biological Knowledge Discovery and Data Mining (Workshop BIOKDD '16 ), DEXA, Sep 2016, Porto, Portugal. ⟨10.1109/DEXA.2016.13⟩
Communication dans un congrès hal-01385614v1
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Interactive Data-Driven Research: the place where databases and data mining research meet

Sihem Amer-Yahia , Vincent Leroy , Alexandre Termier , Martin Kirchgessner , Behrooz Omidvar-Tehrani
[Research Report] RR-LIG-049, LIG. 2015
Rapport hal-01403233v1
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Discovery of Probabilistic Mappings between Taxonomies: Principles and Experiments

Rémi Tournaire , Jean-Marc Petit , Marie-Christine Rousset , Alexandre Termier
Journal on Data Semantics, 2011, 6720, pp.66-101. ⟨10.1007/978-3-642-22630-4_3⟩
Article dans une revue hal-00932491v1
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PGLCM: efficient parallel mining of closed frequent gradual itemsets

Trong Dinh Thac Do , Alexandre Termier , Anne Laurent , Benjamin Negrevergne , Behrooz Omidvar Tehrani , et al.
Knowledge and Information Systems (KAIS), 2015, 43 (3), pp.497-527. ⟨10.1007/s10115-014-0749-8⟩
Article dans une revue lirmm-01381085v1

Discovery of Probabilistic Mappings between Taxonomies: Principles and Experiments

Remi Tournaire , Alexandre Termier , Jean-Marc Petit , Marie-Christine Rousset
Journées Bases de Données Avancées (BDA 2009), 2009, namur, Belgium, Belgium. pp.1--12
Communication dans un congrès hal-01002693v1

Parallel Generic Pattern Mining

Alexandre Termier
Seminar in Dagstuhl School, Parallel Data Analysis, 2013, Dagstuhl, Germany, Germany
Communication dans un congrès hal-01002697v1

Selecting Representative Instances from Datasets

Hamid Mirisaee , Ahlame Chouakria Douzal , Alexandre Termier
IEEE International Conference on Data Science and Advanced Analytics (DSAA 2015), Oct 2015, Paris, France
Communication dans un congrès hal-01191805v1
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Towards a Framework for Semantic Exploration of Frequent Patterns

Behrooz Omidvar Tehrani , Sihem Amer-Yahia , Alexandre Termier , Aurélie Bertaux , Éric Gaussier , et al.
IMMoA 2013 - International Workshop on Information Management in Mobile Application (in conjunction with VLDB 2013), Aug 2013, Riva del Garda, Trento, Italy. pp.7-14
Communication dans un congrès hal-00881195v1

ParaMiner: a Generic Parallel Pattern Mining Algorithm

Benjamin Negrevergne , Alexandre Termier , Marie-Christine Rousset , Jean-François Mehaut
[Research Report] RR-LIG-012, 2011
Rapport hal-00788812v1
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Optimisation du Positionnement de Voitures en Autopartage basée sur la Prédiction de leur Utilité

Gregory Martin , Matthieu Donain , Elisa Fromont , Tias Guns , Laurence Roze , et al.
Conférence Nationale en Intelligence Artificielle 2022 (CNIA 2022), Jun 2022, Saint-Etienne, France. pp.1-10
Communication dans un congrès hal-03866192v1
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A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning

Kevin Fauvel , Daniel Balouek-Thomert , Diego Melgar , Pedro Silva , Anthony Simonet , et al.
In Proceedings of the 34th AAAI Conference on Artificial Intelligence, Feb 2020, New York, United States. pp.403-411, ⟨10.1609/aaai.v34i01.5376⟩
Communication dans un congrès hal-02373429v2

Diversity and Inclusion Activities in EGC - A 2022 Report

Sihem Amer-Yahia , Angela Bonifati , Cécile Favre , Elisa Fromont , Nicolas Labroche , et al.
SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2022, 24 (1), pp.52-56. ⟨10.1145/3544903.3544911⟩
Article dans une revue hal-03878581v1
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Reducing trace size in multimedia applications endurance tests

Serge Vladimir Emteu Tchagou , Alexandre Termier , Jean-François Méhaut , Brice Videau , Miguel Santana , et al.
Design, Automation & Test in Europe Conference & Exhibition (DATE) , 2015, Grenoble, France
Communication dans un congrès hal-01093576v1

Itemset Approximation Using Constrained Binary Matrix Factorization

Hamid Mirisaee , Eric Gaussier , Alexandre Termier
Conference on Data Science and Advanced Analytics (DSAA), 2014, Shanghai, China, China. pp.1-7
Communication dans un congrès hal-01071751v1

Scalability bottlenecks discovery in MPSoC platforms using data mining on simulation traces

Sofiane Lagraa , Alexandre Termier , Frédéric Pétrot
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2014, Dresden, Germany, Germany. pp.1-6
Communication dans un congrès hal-01002685v1
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Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection

Kevin Fauvel , Véronique Masson , Elisa Fromont , Philippe Faverdin , Alexandre Termier
In Proceedings of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug 2019, Anchorage, United States. pp.3051-3059, ⟨10.1145/3292500.3330712⟩
Communication dans un congrès hal-02190790v2
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Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection

Gwladys Kelodjou , Laurence Rozé , Véronique Masson , Luis Galárraga , Romaric Gaudel , et al.
AAAI 2024 - 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada. pp.1-10
Communication dans un congrès hal-04413022v1
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Anomaly Detection in Streams with Extreme Value Theory

Alban Siffer , Pierre-Alain Fouque , Alexandre Termier , Christine Largouët
KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Aug 2017, Halifax, Canada. ⟨10.1145/3097983.3098144⟩
Communication dans un congrès hal-01640325v1
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Interactive User Group Analysis Technical Report

Behrooz Omidvar-Tehrani , Sihem Amer-Yahia , Alexandre Termier
[Research Report] RR-LIG-048, LIG. 2015
Rapport hal-01403238v1

ParaMiner: a Generic Pattern Mining Algorithm for Multi-Core Architectures

Benjamin Negrevergne , Alexandre Termier , Marie-Christine Rousset , Jean-François Mehaut
Data Mining and Knowledge Discovery, 2014, 28 (3), pp.595-633. ⟨10.1007/s10618-013-0313-2⟩
Article dans une revue hal-00923535v1
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Agriculture and Digital Technology

Véronique Bellon Maurel , Ludovic Brossard , Frédérick Garcia , Nathalie Mitton , Alexandre Termier
Ouvrages hal-03604970v1

Vers une démocratisation des outils pour l'exploration de données ?

Alexandre Termier , Joanna Jongwane
Interstices, 2017
Article dans une revue hal-01688785v1

Agnostic local explanation for time series classification

Maël Guilleme , Véronique Masson , Laurence Rozé , Alexandre Termier
ICTAI 2019 - 31st International Conference on Tools with Artificial Intelligence, Nov 2019, Portland, United States
Communication dans un congrès hal-02460955v1
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Steady Patterns

Willy Ugarte , Alexandre Termier , Miguel Santana
Data Science and Big Data Analytics workshop of International Conference on Data Mining, 2016, Barcelone, Spain
Communication dans un congrès hal-01408397v1