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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

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

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

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

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
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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
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Agriculture and Digital Technology

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

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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Interactive User Group Analysis Technical Report

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

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

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

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
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Benchmarking of triple stores scalability for MPSoC trace analysis

Leon Constantin Fopa , Fabrice Jouanot , Alexandre Termier , Maurice Tchuente , Oleg Iegorov
2ndt International workshop on Benchmarking RDF Systems (BeRSys 2014), Sep 2014, Hangzhou, China
Communication dans un congrès hal-01411357v1
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Pattern mining rock: more, faster, better

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