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René Quiniou

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Researcher identifiers

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Research topics --------------- --- - Online monitoring, change detection - Pattern mining from times series - Machine learning, Data mining, Temporal data mining in event sequences - Learning in the presence of concept change, on line adaptation - Formulation of data mining in ASP (Answer Set programming) - Applications in agriculture and environment, in customer relationship management (CRM)
Thèmes de recherche ------------------- --- - Surveillance en ligne. Détection de changement - Fouille de motifs dans les séries temporelles - Apprentissage automatique. Fouille de données. Extraction de motifs temporels dans des séquences d’événements - Apprentissage en présence de changement de concept. Apprentissage incrémental. Adaptation en ligne - Formulation de la fouille de données en ASP (Answer Set Programming – Programmation par Ensembles Réponses) - Applications en agriculture et environnement, en gestion de la relation client

Publications

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NegPSpan: efficient extraction of negative sequential patterns with embedding constraints

Thomas Guyet , René Quiniou
Data Mining and Knowledge Discovery, 2020, 34, pp.563-609. ⟨10.1007/s10618-019-00672-w⟩
Journal articles hal-03025572v1
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A data warehouse to explore multidimensional simulated data from a spatially distributed agro-hydrological model to improve catchment nitrogen management

Tassadit Bouadi , Marie-Odile Cordier , Pierre Moreau , René Quiniou , Jordy Salmon-Monviola
Environmental Modelling and Software, 2017, 97, pp.229 - 242. ⟨10.1016/j.envsoft.2017.07.019⟩
Journal articles hal-01597840v1

Programmation par ensembles réponses pour simuler l’assolement d’un paysage

Thomas Guyet , Yves Moinard , René Quiniou
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2015, Numéro spécial RFIA 2014, 29 (3-4), pp.28. ⟨10.3166/ria.29.293-320⟩
Journal articles hal-01184092v1
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Autonomic Intrusion Detection: Adaptively Detecting Anomalies over Unlabeled Audit Data Streams in Computer Networks

Wei Wang , Thomas Guyet , René Quiniou , Marie-Odile Cordier , Florent Masseglia
Knowledge-Based Systems, 2014, 70, pp.103-117. ⟨10.1016/j.knosys.2014.06.018⟩
Journal articles hal-01052810v1

Computing Skyline Incrementally in Response to Online Preference Modification

Tassadit Bouadi , Marie-Odile Cordier , René Quiniou
Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2013, LNCS 8220 - Special Issue on Database and Expert Systems Applications, 10, pp.34-59. ⟨10.1007/978-3-642-41221-9_2⟩
Journal articles hal-00920548v1
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Clustering Flood Events from Water Quality Time-Series using Latent Dirichlet Allocation Model

Alice Aubert , Romain Tavenard , Rémi Emonet , Alban de Lavenne , Simon Malinowski
Water Resources Research, 2013, 49 (12), pp.8187-8199. ⟨10.1002/2013WR014086⟩
Journal articles halshs-00906292v1
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Learning rules from multisource data for cardiac monitoring

Marie-Odile Cordier , Elisa Fromont , René Quiniou
International Journal of Biomedical Engineering and Technology (IJBET), 2010, Vol 3 (1/2), pp.133-155
Journal articles hal-00362831v1

Early detection of bovine respiratory disease in young bulls using reticulo-rumen temperature boluses

Edouard Timsit , Sébastien Assié , René Quiniou , Henri Seegers , Nathalie Bareille
Veterinary Journal, 2010, 190 (1), pp.136-142. ⟨10.1016/j.tvjl.2010.09.012⟩
Journal articles inria-00543356v1

Instrumentation for synchrotron-radiation macromolecular crystallography

Eric Girard , Pierre Legrand , Olga Roudenko , Lucile Roussier , Patrick Gourhant
Acta crystallographica Section D : Structural biology [1993-..], 2006, 62 (part 1), pp.12-18. ⟨10.1107/S0907444905039570⟩
Journal articles hal-02659295v1

Reconnaissance d’arythmies cardiaques

René Quiniou , Marie-Odile Cordier , Elisa Fromont , François Portet
Interstices, 2006
Journal articles hal-01350350v1

Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiograms.

Guy Carrault , Marie-Odile Cordier , René Quiniou , F. Wang
Artificial Intelligence in Medicine, 2003, 28 (3), pp.231-63. ⟨10.1016/S0933-3657(03)00066-6⟩
Journal articles inserm-00134396v1
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Fouille de motifs temporels négatifs

Katerina Tsesmeli , Manel Boumghar , Thomas Guyet , René Quiniou , Laurent Pierre
EGC 2018 - 18ème Conférence Internationale sur l'Extraction et la Gestion des Connaissances, Jan 2018, Paris, France. pp.263-268
Conference papers hal-01657540v1
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Mining relevant interval rules

Thomas Guyet , René Quiniou , Véronique Masson
International Conference on Formal Concept Analysis, Jun 2017, Rennes, France
Conference papers hal-01584981v1
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Improving time-series rule matching performance for detecting energy consumption patterns

Maël Guilleme , Laurence Rozé , Véronique Masson , Cérès Carton , René Quiniou
DARE 2017 - 5th International Workshop on Data Analytics for Renewable Energy Integration, Sep 2017, Skopje, Macedonia. pp.59-71, ⟨10.1007/978-3-319-71643-5_6⟩
Conference papers hal-01654890v1
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Topic Signatures in Political Campaign Speeches

Clément Gautrais , Peggy Cellier , René Quiniou , Alexandre Termier
EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Sep 2017, Copenhagen, Denmark
Conference papers hal-01640498v1
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Purchase Signatures of Retail Customers

Clément Gautrais , René Quiniou , Peggy Cellier , Thomas Guyet , Alexandre Termier
PAKDD 2017 - The Pacific-Asia Conference on Knowledge Discovery and Data Mining, May 2017, Jeju, South Korea
Conference papers hal-01639795v1
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Packing graphs with ASP for landscape simulation

Thomas Guyet , Yves Moinard , Jacques Nicolas , René Quiniou
IJCAI 2016 - 25th International joint conference on artificial intelligence , Jul 2016, New-york, United States. pp.8
Conference papers hal-01327368v1
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Knowledge-based Sequence Mining with ASP

Martin Gebser , Thomas Guyet , René Quiniou , Javier Romero , Torsten Schaub
IJCAI 2016- 25th International joint conference on artificial intelligence, Jul 2016, New-york, United States. pp.8
Conference papers hal-01327363v1

Fouille de motifs séquentiels avec ASP

Thomas Guyet , Yves Moinard , René Quiniou , Torsten Schaub
Extraction et Gestion de Connaissances (EGC), 2016, Reims, France
Conference papers hal-01239501v1

Sequential pattern mining for customer relationship management analysis

Kiril Gashteovski , Thomas Guyet , René Quiniou , Alzennyr da Silva , Véronique Masson
Atelier GAST@EGC2015, Jan 2015, Luxembourg, Luxembourg
Conference papers hal-01097466v1
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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
Design, Automation & Test in Europe Conference & Exhibition (DATE) , 2015, Grenoble, France
Conference papers hal-01093576v1
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Sequential pattern mining on multimedia data

Corentin Hardy , Laurent Amsaleg , Guillaume Gravier , Simon Malinowski , René Quiniou
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database Workshop on Advanced Analytics and Learning on Temporal Data, 2015, Porto, Portugal
Conference papers hal-01186446v1

Early detection of bovine respiratory disease (BRD) in feedlot using multiple health monitoring systems

Afra-Verena Freya Mang , Edouard Timsit , René Quiniou
XIX Congress on bovine medicine, Jun 2014, Oviedo, Spain
Conference papers hal-01093905v1

1d-SAX : une nouvelle représentation symbolique pour les séries temporelles

Simon Malinowski , Thomas Guyet , René Quiniou , Romain Tavenard
Conférence Extraction et Gestion de Connaissances, Jan 2014, Rennes, France
Conference papers hal-00916970v1
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Requêtes skyline hiérarchiques

Tassadit Bouadi , Marie-Odile Cordier , René Quiniou
10e journées francophones sur les Entrepôts de Données et l'Analyse en ligne (EDA 2014), Jun 2014, Vichy, France
Conference papers hal-01094661v1

Evaluating Distance Measures and Times Series Clustering for Temporal Patterns Retrieval

Sidahmed Benabderrahmane , René Quiniou , Thomas Guyet
IEEE IRI - 15th IEEE International Conference on Information Retrieval and Reuse, Aug 2014, San Francisco, United States
Conference papers hal-01052805v1
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Using Answer Set Programming for pattern mining

Thomas Guyet , Yves Moinard , René Quiniou
Intelligence Artificielle Fondamentale, Jun 2014, Angers, France
Conference papers hal-01069092v1

Computing Hierarchical Skyline Queries "On-the-fly" in a Data Warehouse

Tassadit Bouadi , Marie-Odile Cordier , René Quiniou
DAWAK 2014 - 16th International Conference on Data Warehousing and Knowledge Discovery, Sep 2014, Munich, Germany
Conference papers hal-01052864v1
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1d-SAX: A Novel Symbolic Representation for Time Series

Simon Malinowski , Thomas Guyet , René Quiniou , Romain Tavenard
International Symposium on Intelligent Data Analysis, 2013, United Kingdom. pp.273-284, ⟨10.1007/978-3-642-41398-8_24⟩
Conference papers halshs-00912512v1

Extraction incrémentale de séquences fréquentes dans un flux d'itemsets

Thomas Guyet , René Quiniou
Extraction et Gestion de Connaissances (EGC'2012), Jan 2012, Bordeaux, France
Conference papers hal-00648893v1

Incremental Computation of Skyline Queries with Dynamic Preferences

Tassadit Bouadi , Marie-Odile Cordier , René Quiniou
Database and Expert Systems Applications (DEXA), Sep 2012, Vienne, Austria. pp.219-233, ⟨10.1007/978-3-642-32600-4_17⟩
Conference papers hal-00757838v1

Incremental mining of frequent sequences from a window sliding over a stream of itemsets

Thomas Guyet , René Quiniou
Journées Intelligence Artificielle Fondamentale, May 2012, France. pp.153-162
Conference papers hal-00757120v1

Extracting temporal patterns from interval-based sequences

Thomas Guyet , René Quiniou
International Join Conference on Artificial Intelligence (IJCAI), Jul 2011, Barcelone, Spain
Conference papers inria-00618444v1

Extraction de motifs temporels à partir de séquences d'événements avec intervalles temporels

Thomas Guyet , René Quiniou
Extraction et Gestion de Connaissances, Jan 2011, Brest, France
Conference papers inria-00547629v1

Analyse multidimensionnelle interactive de résultats de simulation d'un agro-système

Tassadit Bouadi , Marie-Odile Cordier , René Quiniou , Chantal Gascuel
INFORSID, May 2011, Lille, France
Conference papers hal-00757891v1

Early detection of bovine respiratory disease in young bulls using reticulo-rumen temperature boluses

Edouard Timsit , Sébastien Assié , René Quiniou , Henri Seegers , Nathalie Bareille
26th World Buiatric Congress, Nov 2010, Santiago, Chile
Conference papers inria-00543826v1

Improved detection of bovine respiratory disease in young bulls using rumen temperature boluses

Edouard Timsit , Sébastien Assié , René Quiniou , Henri Seegers , Christine Fourichon
61st Annual Meeting of the European Association for Animal Production, Aug 2010, Heraklion, Greece
Conference papers inria-00543880v1

Diagnostic multi-sources adaptatif Application à la détection d'intrusion dans des serveurs Web

Thomas Guyet , René Quiniou , Marie-Odile Cordier , Wei Wang
EGC 2009, 2009, Strasbourg, France
Conference papers inria-00460721v1

A General Framework for Adaptive and Online Detection of Web attacks

Wei Wang , Florent Masseglia , Thomas Guyet , René Quiniou , Marie-Odile Cordier
18th International World Wide Web Conference - WWW 2009, Apr 2009, Madrid, Spain
Conference papers inria-00461391v1

Online and Adaptive anomaly Detection: detecting intrusions in unlabelled audit data streams

Wei Wang , Thomas Guyet , René Quiniou , Marie-Odile Cordier , Florent Masseglia
EGC 2009, 2009, Strasbourg, France
Conference papers inria-00460723v1
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Intelligent adaptive monitoring for cardiac surveillance

Lucie Callens , Guy Carrault , Marie-Odile Cordier , Elisa Fromont , François Portet
European Conference on Artificial Intelligence, Jul 2008, Greece. pp.653-657
Conference papers hal-00372053v1
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Mining temporal patterns with quantitative intervals

Thomas Guyet , René Quiniou
4th International Workshop on Mining Complex Data, (IEEE ICDM) Workshop, 2008, Italy. pp.10
Conference papers hal-00431445v1
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Échantillonnage progressif guidé pour stabiliser la courbe d'apprentissage

François Portet , René Quiniou
16e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, Jan 2008, Amiens, France
Conference papers inria-00266536v1
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Apprentissage d'arbre de décision pour le pilotage en ligne d'algorithmes de détection sur les électrocardiogrammes

François Portet , René Quiniou , Marie-Odile Cordier , Guy Carrault
16e conférence Reconnaissance des Formes et Intelligence Artificielle (RFIA'08), Jan 2008, Amiens, France
Conference papers inria-00266535v1

Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring

François Portet , René Quiniou , Marie-Odile Cordier , Guy Carrault
11th Conference on Artificial Intelligence in Medicine (AIME 07), 2007, Amsterdam, Netherlands. pp.170-174
Conference papers inria-00463006v1
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Reduction of Large Training Set by Guided Progressive Sampling: Application to Neonatal Intensive Care Data

François Portet , Feng Gao , Jim Hunter , René Quiniou
in Intelligent Data International Workshop on Analysis in Medicine and Pharmacology (IDAMAP2007), Jul 2007, Amsterdam, Netherlands. pp.1-2
Conference papers hal-01006112v1

Towards data mining without information on knowledge structure

Alexandre Vautier , Marie-Odile Cordier , René Quiniou
PKDD'07 (Principles and Practice of Knowledge Discovery in Databases), 2007, Warsaw, Poland. pp.300-311
Conference papers inria-00463005v1
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Apprentissage multisource par programmation logique inductive

Elisa Fromont , René Quiniou , Marie-Odile Cordier
15e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, Hubert CARDOT et Gilles VENTURINI, Jan 2006, Tour, France, pp.115
Conference papers inria-00001050v1
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Pilotage d'algorithmes pour un diagnostic médical robuste en cardiologie

François Portet , Guy Carrault , Marie-Odile Cordier , René Quiniou
15e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (RFIA 2006), Feb 2006, Tours/France
Conference papers inria-00001100v1

Agrégation d'alarmes faiblement structurées

Alexandre Vautier , Marie-Odile Cordier , Mireille Ducassé , René Quiniou
Atelier Fouille de Données Temporelles, EGC 06, 2006, Lille, France
Conference papers inria-00463804v1

Extension des bases de données inductives pour la découverte de chroniques avec contraintes temporelles

Alexandre Vautier , Marie-Odile Cordier , René Quiniou
Proceedings of EGC 2005 (Extraction et Gestion de Connaissances), 2005, Paris, France
Conference papers inria-00511106v1
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Piloting Signal Processing Algorithms in a Cardiac Monitoring Context

François Portet , Guy Carrault , Marie-Odile Cordier , René Quiniou
First Doctoral Consortium of the 10th Conference on Artificial Intelligence in Medicine (AIME 2005), Jul 2005, Aberdeen/Scotland
Conference papers inria-00001098v1

An Inductive Database for Mining Temporal Patterns in Event Sequences (short version)

Alexandre Vautier , Marie-Odile Cordier , René Quiniou
Proceedings of IJCAI-05 (International Joint Conference on Artificial Intelligence), 2005, Edinburgh, United Kingdom. pp.1640-1641
Conference papers inria-00511110v1
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Learning Rules from Multisource Data for Cardiac Monitoring

Elisa Fromont , René Quiniou , Marie-Odile Cordier
Artificial Intelligence in Medicine, Jul 2005, Aberdeen, Scotland, pp.484-493
Conference papers inria-00000184v1
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Pilotage en ligne d'algorithmes de traitement du signal guidé par le contexte courant

François Portet , Guy Carrault , Marie-Odile Cordier , René Quiniou
7e Rencontres Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2005), May 2005, Nice/France
Conference papers inria-00001097v1

Apprentissage relationnel de motifs temporels

Marie-Odile Cordier , René Quiniou
Atelier Extraction de motifs temporels pour la détection en ligne de situations critiques à EGC 2005, 2005, Paris, France
Conference papers inria-00511100v1

An Inductive Database for Mining Temporal Patterns in Event Sequences (long version)

Alexandre Vautier , Marie-Odile Cordier , René Quiniou
PKDD (Principles and Practice of Knowledge Discovery in Databases) - Workshop mining spatio-temporal data, 2005, Porto, Portugal, Portugal
Conference papers inria-00511107v1
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Kardio and Calicot: a comparison of two cardiac arrhythmia classifiers

Elisa Fromont , Alfredo Hernandez , Marie-Odile Cordier , René Quiniou
Artificial Intelligence in Medicine Europe, workshop QUALITATIVE and MODEL-BASED REASONING IN BIOMEDICINE, Peter Lucas, Oct 2003, Cyprus, France. pp.29-33
Conference papers inria-00001049v1
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Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks

Thomas Guyet , Yves Moinard , René Quiniou , Torsten Schaub
Bruno Pinaud; Fabrice Guillet; Bruno Cremilleux; Cyril de Runz. Advances in Knowledge Discovery and Management, 7, Springer, pp.41--81, 2017, 978-3-319-65405-8
Book sections hal-01631879v1

Intelligent adaptive monitoring for cardiac surveillance

René Quiniou , Lucie Callens , Guy Carrault , Marie-Odile Cordier , Elisa Fromont
I. Bichindarritz, S. Vaidya, A. Jain, L. C. Jain. Computational Intelligence in Healthcare 4, 309, Springer Verlag, pp.329-346, 2010, Studies in Computational Intelligence, 978-3-642-14463-9. ⟨10.1007/978-3-642-14464-6⟩
Book sections inria-00460683v1

Extraction de connaissances provenant de données multisources pour la caractérisation d'arythmies cardiaques

Elisa Fromont , Marie-Odile Cordier , René Quiniou
O. Boussaid and P. Gançarski and F. Masseglia and B. Trousse and G. Venturini and D. Zighed. Fouille de données complexes, RNTI-E-4, Cepaduès, pp.25-45, 2005, Revue des Nouvelles Technologies de l~Information
Book sections inria-00511102v1