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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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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
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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

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

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
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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
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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

Distributed Computing for Enumeration

Alexandre Termier
Encyclopedia of Algorithms, Springer Berlin Heidelberg, 2015, 978-3-642-27848-8. ⟨10.1007/978-3-642-27848-8_724-1⟩
Chapitre d'ouvrage hal-01178769v1
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Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context

Clément Gautrais , Peggy Cellier , Thomas Guyet , René Quiniou , Alexandre Termier
International Conference on Extending Database Technology (EDBT), Mar 2016, Bordeaux, France. ⟨10.5441/002/edbt.2016.87⟩
Poster de conférence hal-01405172v1
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Are your data gathered? The Folding Test of Unimodality

Alban Siffer , Pierre-Alain Fouque , Alexandre Termier , Christine Largouët
KDD 2018 - 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Minin, Aug 2018, London, United Kingdom. pp.2210-2218, ⟨10.1145/3219819.3219994⟩
Communication dans un congrès hal-01951676v1
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TopPI: An Efficient Algorithm for Item-Centric Mining

Martin Kirchgessner , Vincent Leroy , Alexandre Termier , Sihem Amer-Yahia , Marie-Christine Rousset
18th International Conference on Big Data Analytics and Knowledge Discovery, Sep 2016, Porto, Portugal. ⟨10.1007/978-3-319-43946-4_2⟩
Communication dans un congrès hal-01354713v1

Data Mining MPSoC Simulation Traces to Identify Concurrent Memory Access Patterns

Sofiane Lagraa , Alexandre Termier , Frédéric Pétrot
DATE 2013 - Conference on Design, Automation and Test in Europe, Mar 2013, Grenoble, France. pp.755-760
Communication dans un congrès hal-00817027v1
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PGP-mc: Towards a Multicore Parallel Approach for Mining Gradual Patterns

Anne Laurent , Benjamin Negrevergne , Nicolas Sicard , Alexandre Termier
DASFAA: Database Systems for Advanced Applications, Apr 2010, Tsukuba, Japan. pp.78-84, ⟨10.1007/978-3-642-12026-8_8⟩
Communication dans un congrès istex hal-00788890v1

ProbaMap: a scalable tool for discovering probabilistic mappings between taxonomies

Remi Tournaire , Jean-Marc Petit , Marie-Christine Rousset , Alexandre Termier
First workshop on Automated Knowledge Base Construction (AKBC2010), 2010, Grenoble, France. pp.Not available
Communication dans un congrès hal-00953268v1

Periodic Pattern Mining of Embedded Multimedia Application Traces

Patricia López-Cueva , Aurélie Bertaux , Alexandre Termier , Jean-François Méhaut , Miguel Santana
EMC 2012 - 7th International Conference on Embedded and Multimedia Computing, Sep 2012, Gwangju, South Korea. pp.29-37, ⟨10.1007/978-94-007-5076-0_4⟩
Communication dans un congrès istex hal-00741206v1

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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Pattern mining rock: more, faster, better

Alexandre Termier
Databases [cs.DB]. Université de Grenoble, 2013
HDR tel-01006195v1

DryadeParent, An Efficient and Robust Closed Attribute Tree Mining Algorithm

Alexandre Termier , Marie-Christine Rousset , Michèle Sebag , Kouzou Ohara , Takashi Washio , et al.
IEEE Transactions on Software Engineering, 2008
Article dans une revue inria-00292914v1
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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