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Thomas Guyet
112
Documents
Researcher identifiers
thomas-guyet
-
0000-0002-4909-5843
- Google Scholar : https://scholar.google.com/citations?user=cuNKrFoAAAAJ
- IdRef : 171949307
Presentation
Research interests
------------------
My research area is artificial intelligence (AI) with a multidisciplinary approach - algorithmic, design methodologies and cognitive science. I am particularly interested in discovering spatial and temporal patterns in semantically rich datasets. My areas of application are related to agronomy (mainly landscapes) and health (care pathways analysis).
My first research direction is the **temporal and spatial pattern mining**. Data from the observation of living systems (agricultural and medical systems) have a strong spatial or temporal dimension. But the spatial and temporal information is often underutilized in the data mining algorithms. The challenge lies in identifying new kind of temporal/spatial patterns that have valuable properties to make possible their extraction by complete and correct algorithms. A recent approach I'm developping is the use declarative programming, more especially **[Answer Set Programming (ASP)](https://www.cs.utexas.edu/users/vl/papers/wiasp.pdf)** with [clingo](https://potassco.org), to mix pattern mining and reasonning.
My second research direction aims at better including the user in the loop of knowledge discovery. Specifically, I am interested in implementing **interactive systems to support users in their exploration process** of large datasets. To acheive this goal I propose an enactive point of view of the data interpretation that brings creative solutions to take into account the cognitive ergonomy of the knowledge discovery tools.
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IA et données de santé : regards croisés sur les droits, devoirs et responsabilités des personnes publiquesEnjeux scientifiques et sociaux de l’IA, MITI/CNRS, Jan 2023, Paris, France
Conference papers
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Interface d'interrogation graphique de parcours de soins à base de chroniquesConférence Extraction et gestion de connaissances, Jan 2023, Lyon, France
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Analyse d'une enquête sur la sémantique des motifs séquentiels avec négationCNIA 2023 - Conférence Nationale en Intelligence Artificielle, PFIA, Jul 2023, Strasbourg, France. pp.62-71
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Une extension de la décomposition tensorielle au phénotypage temporelEGC 2023 - 23ème Conférence Francophone sur l'Extraction et Gestion des Connaissances, Jan 2023, Lyon, France
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Declarative Sequential Pattern Mining in ASPConference on Inductive Logic Programming (ILP), Nov 2023, Bari, Italy
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Logical forms of chroniclesTIME 2022 - 29th International Symposium on Temporal Representation and Reasoning, Nov 2022, Virtual, Heard & McDonald Islands. pp.1-15
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XPM: An explainable-by-design pattern-based estrus detection approach to improve resource use in dairy farmsAAAI 2022 - 36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada. pp.1-10
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Incremental Mining of Frequent Serial Episodes Considering Multiple OccurrencesICCS 2022 - 22nd International Conference on Computational Science, Jun 2022, London, United Kingdom. pp.460-472, ⟨10.1007/978-3-031-08751-6_33⟩
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Experimental study of time series forecasting methods for groundwater level predictionECML/PKDD 2022 - ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2022, Grenoble, France. pp.1-16
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VCNet: A self-explaining model for realistic counterfactual generationECML PKDD 2022 - European Conference on Machine Learning and Knowledge Discovery in Databases., Sep 2022, Grenoble, France. pp.1-16
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Générer des explications contrefactuelles à l'aide d'un autoencodeur superviséExtraction et Gestion des Connaissances, EGC’2022, Apr 2022, Blois, France
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Conceptions de phénotypes computationnels pour la recherche en santé publiqueSanté et IA 2022, Jun 2022, Saint-Etienne, France
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Temporal Disaggregation of the Cumulative Grass GrowthICPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. pp.383-394, ⟨10.1007/978-3-031-09282-4_32⟩
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Désagrégation temporelle du cumul annuel de croissance de l'herbeEGC 2022 - Conférence francophone sur l'Extraction et gestion des connaissances, Jan 2022, Blois, France. pp.27-38
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Experimental Study of Time Series Forecasting Methods for Groundwater Level PredictionInternational Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2022, Grenoble, France. pp.34-49, ⟨10.1007/978-3-031-24378-3_3⟩
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Imbalanced Classification with TPG Genetic Programming: Impact of Problem Imbalance and Selection MechanismsGECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. pp.1-4, ⟨10.1145/3520304.3529008⟩
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Probabilistic forecasting of seasonal time series Combining clustering and classification for forecastingITISE 2021 - 7th International Conference on Time Series and Forecasting, Jul 2021, Gran Canaria, Spain. pp.1-13
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Temporal phenotyping for characterisation of hospital care pathways of COVID19 patientsAALTD 2021 - The 6th International Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2021, Bilbao / Virtual, Spain. pp.1-16
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An open generator of synthetic administrative healthcare databasesIAS 2021 - Atelier Intelligence Artificielle et Santé, Jun 2021, Bordeaux (virtuel), France. pp.1-8
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hal-03326618v1
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An extension of chronicles temporal model with taxonomies -Application to epidemiological studiesHEALTHINF 2021 - 14th International Conference on Health Informatics, Feb 2021, online, France. pp.1-10
Conference papers
hal-03096846v1
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An extension of chronicles temporal model with taxonomiesBDA 2020 - 36ème Conférence sur la Gestion des Données - Principes, Technologies et Applications, Oct 2020, Virtual, France. pp.1-10
Conference papers
hal-03176657v1
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Semantics of negative sequential patterns24 th European Conference on Artificial Intelligence (ECAI 2020), European Association for Artificial Intelligence (EurAI); Spanish AI Society (AEPIA); University of Santiago de Compostela (CiTIUS), Aug 2020, Santiago de Compostela, Spain. pp.1-7
Conference papers
hal-02481240v2
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Énumération des occurrences d'une chroniqueEGC 2020 - 20ème édition de la Conférence Extraction et Gestion des Connaissances, Jan 2020, Bruxelles, Belgique. pp.1-8
Conference papers
hal-02422796v1
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Énumération des occurrences d'une chroniqueExtraction et Gestion des Connaissances, EGC 2020, Brussels, Belgium, January 27-31, 2020, Jan 2020, Bruxelles, Belgium. pp.253-260
Conference papers
hal-03698361v1
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Generalized Chronicles for Temporal Sequence ClassificationAALTD 2020 - International Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2020, Ghent, Belgium. pp.30-45, ⟨10.1007/978-3-030-65742-0_3⟩
Conference papers
hal-03090211v1
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Declarative mining of negative sequential patterns1st Declarative Problem Solving Workshop (DPSW 2020) @ ECAI 2020, Pedro Cabalar (CITIC-Univ. A Coruña, Spain); Andreas Herzig (Tolouse Univ, France); David Pearce (Univ. Politécnica Madrid, Spain); Torsten Schaub (Univ. Potsdam, Germany); Stefan Woltran (Vienna Univ. Tech. Austria), Aug 2020, Santiago de Compostela, Spain. pp.1-8
Conference papers
hal-03025560v1
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Toward a Framework for Seasonal Time Series Forecasting Using ClusteringIDEAL 2019, Nov 2019, Manchester, United Kingdom. pp.328-340, ⟨10.1007/978-3-030-33607-3_36⟩
Conference papers
hal-02371221v1
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Semantic(s) of negative sequential patternsJIAF 2019 - 13èmes Journées d'Intelligence Artificielle Fondamentale, Jul 2019, Toulouse, France. pp.1-10
Conference papers
hal-02188501v1
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Admissible generalizations of examples as rules (2019)31st International Conference on Tools with Artificial Intelligence (ICTAI 2019), IEEE, Nov 2019, Portland, OR, United States. ⟨10.1109/ICTAI.2019.00211⟩
Conference papers
hal-02267166v1
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Temporal models of care sequences for the exploration of medico-administrative data2019 - Workshop IA&Santé, PFIA, Jul 2019, Toulouse, France. pp.1-8
Conference papers
hal-02265743v1
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PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaireEGC 2018 - Conférence Extraction et Gestion des Connaissances, Jan 2018, Paris, France. pp.455-458
Conference papers
hal-01911243v1
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Admissible generalizations of examples as rules (2018)One-day Workshop on Machine Learning and Explainability, Christel Vrain, Université d' Orléans, Oct 2018, Orléans, France
Conference papers
hal-01940129v1
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Day-ahead time series forecasting: application to capacity planningAALTD'18 - 3nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2018, Dublin, Ireland
Conference papers
hal-01912002v1
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Fouille de motifs temporels négatifsEGC 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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Purchase Signatures of Retail CustomersPAKDD 2017 - The Pacific-Asia Conference on Knowledge Discovery and Data Mining, May 2017, Jeju, South Korea
Conference papers
hal-01639795v1
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Discriminant chronicles mining: Application to care pathways analyticsArtificial Intelligence in Medicine, Jun 2017, Vienna, Austria. ⟨10.1007/978-3-319-59758-4₂6⟩
Conference papers
hal-01568929v1
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Mining relevant interval rulesInternational Conference on Formal Concept Analysis, Jun 2017, Rennes, France
Conference papers
hal-01584981v1
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Declarative Sequential Pattern Mining of Care PathwaysConference on Artificial Intelligence in Medicine in Europe, Jun 2017, Vienna, Austria. pp.1161 - 266, ⟨10.1007/978-3-319-59758-4_29⟩
Conference papers
hal-01569023v1
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Expert Opinion Extraction from a Biomedical DatabaseConference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU), Jul 2017, Lugano, Switzerland. pp.1 - 12, ⟨10.1016/S0888-613X(02)00066-X⟩
Conference papers
hal-01584984v1
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Mining rare sequential patterns with ASPILP 2017 - 27th International Conference on Inductive Logic Programming, Sep 2017, Orléans, France
Conference papers
hal-01569582v1
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Admissible generalizations of examples as rules (JIAF 2017)11èmes Journées d'Intelligence Artificielle Fondamentale (JIAF 2017), Jul 2017, Caen, France
Conference papers
hal-01576047v1
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Extraction de chroniques discriminantesExtraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France
Conference papers
hal-01413473v1
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Fouille de motifs séquentiels avec ASPExtraction et Gestion de Connaissances (EGC), 2016, Reims, France
Conference papers
hal-01239501v1
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PEPS: a platform for supporting studies in pharmaco-epidemiology using medico-administrative databasesInternational Congress on e-Health Research, Oct 2016, Paris, France
Conference papers
hal-01380939v1
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Knowledge-based Sequence Mining with ASPIJCAI 2016- 25th International joint conference on artificial intelligence, Jul 2016, New-york, United States. pp.8
Conference papers
hal-01327363v1
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Packing graphs with ASP for landscape simulationIJCAI 2016 - 25th International joint conference on artificial intelligence , Jul 2016, New-york, United States. pp.8
Conference papers
hal-01327368v1
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Extracting characteristics of Satellite Image Time Series with Decision TreesMultiTemp, 2015, Annecy, France. pp.260-263
Conference papers
hal-01178943v1
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Bag-of-Temporal-SIFT-Words for Time Series ClassificationECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2015, Porto, Portugal
Conference papers
halshs-01184900v1
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Chronicles mining in a database of drugs exposuresECML Doctoral consortium, Sep 2015, Porto, Portugal
Conference papers
hal-01184100v1
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Sequential pattern mining for customer relationship management analysisAtelier GAST@EGC2015, Jan 2015, Luxembourg, Luxembourg
Conference papers
hal-01097466v1
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Landscape features that prevent or foster urban sprawlMultiTemp 2015 : 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Jul 2015, Annecy, France. pp.244-247
Conference papers
hal-01178944v1
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Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétectionProceedings of the Spatial Analysis and Geography conference (SAGEO), Nov 2014, Grenoble, France. ⟨10.3166/HSP.2014.1-14⟩
Conference papers
hal-01088643v1
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Using Answer Set Programming for pattern miningIntelligence Artificielle Fondamentale, Jun 2014, Angers, France
Conference papers
hal-01069092v1
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Evaluating Distance Measures and Times Series Clustering for Temporal Patterns RetrievalIEEE IRI - 15th IEEE International Conference on Information Retrieval and Reuse, Aug 2014, San Francisco, United States
Conference papers
hal-01052805v1
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Programmation par ensembles réponses pour simuler l'assolement d'un paysageReconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France
Conference papers
hal-00989199v1
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Paysage, étalement urbain et décisions politiques : retour sur une approche pluridisciplinaire confrontant analyse spatiale et perceptions des acteurs.« Concilier expertise scientifique et participation : le défi posé par la Convention européenne du paysage », Apr 2014, Bruxelles, Belgique
Conference papers
hal-01622995v1
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Comparaison des chemins de Hilbert adaptatif et des graphes de voisinage pour la caractérisation d'un parcellaire agricoleConférence Extraction et Gestion de Connaissances, Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA). FRA., Jan 2014, Rennes, France. 615 p
Conference papers
hal-00916964v1
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1d-SAX : une nouvelle représentation symbolique pour les séries temporellesConférence Extraction et Gestion de Connaissances, Jan 2014, Rennes, France
Conference papers
hal-00916970v1
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Construction semi-automatique d'une ontologie de la perception des paysagesIC - 24èmes Journées francophones d'Ingénierie des Connaissances, Mar 2013, Lille, France
Conference papers
hal-00920722v1
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Fouille d'images géoréférencées avec RapidMinerConférence Internationale de Géomatique et d'Analyse Spatiale (SAGEO), Sep 2013, Brest, France
Conference papers
hal-00916921v1
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Visualisation de données relationnellesConférence Internationale de Géomatique et d'Analyse Spatiale (SAGEO), Sep 2013, Brest, France
Conference papers
hal-00916923v1
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1d-SAX: A Novel Symbolic Representation for Time SeriesInternational Symposium on Intelligent Data Analysis, 2013, United Kingdom. pp.273-284, ⟨10.1007/978-3-642-41398-8_24⟩
Conference papers
halshs-00912512v1
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Segmentation multi-échelle de séries temporelles d'images satellite : Application à l'étude d'une période de sécheresse au SénégalRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Conference papers
hal-00656542v1
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Incremental mining of frequent sequences from a window sliding over a stream of itemsetsJournées Intelligence Artificielle Fondamentale, May 2012, France. pp.153-162
Conference papers
hal-00757120v1
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Extraction incrémentale de séquences fréquentes dans un flux d'itemsetsExtraction et Gestion de Connaissances (EGC'2012), Jan 2012, Bordeaux, France
Conference papers
hal-00648893v1
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Extraction de motifs temporels à partir de séquences d'événements avec intervalles temporelsExtraction et Gestion de Connaissances, Jan 2011, Brest, France
Conference papers
inria-00547629v1
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Extracting temporal patterns from interval-based sequencesInternational Join Conference on Artificial Intelligence (IJCAI), Jul 2011, Barcelone, Spain
Conference papers
inria-00618444v1
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Fouille de données spatiales pour la caractérisation spatiale de paysages en lien avec des fonctionnalités agro-écologiquesSpatial Analysis and GEOmatics (SAGEO'10), Nov 2010, Toulouse, France. pp.385-387
Conference papers
inria-00544144v1
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Interprétation collaborative de séries temporellesColloque de l'association pour la recherche cognitive, Dec 2009, Rouen, France
Conference papers
inria-00461366v1
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Online and Adaptive anomaly Detection: detecting intrusions in unlabelled audit data streamsEGC 2009, 2009, Strasbourg, France
Conference papers
inria-00460723v1
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A General Framework for Adaptive and Online Detection of Web attacks18th International World Wide Web Conference - WWW 2009, Apr 2009, Madrid, Spain
Conference papers
inria-00461391v1
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Apprentissage incrémental de règles de décision à partir de données d'un simulateurAtelier INFORSID : Systèmes d'Information et de Décision pour l'Environnement, 2009, Toulouse, France
Conference papers
inria-00460719v1
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Diagnostic multi-sources adaptatif Application à la détection d'intrusion dans des serveurs WebEGC 2009, 2009, Strasbourg, France
Conference papers
inria-00460721v1
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Autonomic Intrusion Detection SystemRecent Advances in Intrusion Detection, Sep 2009, Saint Malo, France
Conference papers
inria-00461382v1
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Mining temporal patterns with quantitative intervals4th International Workshop on Mining Complex Data, (IEEE ICDM) Workshop, 2008, Italy. pp.10
Conference papers
hal-00431445v1
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Towards fast detecting intrusions: using key attributes of network trafficICIMP 2008 - Third International Conference on Internet Monitoring and Protection, Jun 2008, Bucharest, Romania. pp.86-91, ⟨10.1109/ICIMP.2008.13⟩
Conference papers
hal-01833587v1
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Towards fast detecting intrusions: using key attributes of network traficThe Third International Conference on Internet Monitoring and Protection, Jul 2008, Bucharest, Romania
Conference papers
inria-00461415v1
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Annotation: a support for co-interpretationEnactive07, Apr 2007, Grenoble, France
Conference papers
inria-00461459v1
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A human-machine cooperative approach for time series data interpretation11th Conference on Artificial Intelligence in Medicine (AIME 2007), Jul 2007, Amsterdam, Netherlands. pp.3-12
Conference papers
inserm-00519815v1
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A Human-Machine Cooperative Approach for Time Series Data InterpretationThe 11th Conference on Artificial Intelligence In Medicine, Aug 2007, Aberdeen, United Kingdom. ⟨10.1007/978-3-540-73599-1_1⟩
Conference papers
inria-00461454v1
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Computer/Human Structural Coupling for Data InterpretationProc ENACTIVE 2006: Third International Conference on Enactive Interfaces, Enaction and Complexity, 2006, Montpellier, France
Conference papers
hal-00953904v1
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Human-Computer interaction to learn scenarios from ICU multivariate time seriesArtificial Intelligence in Medicine. Proceedings of the European Conference on Artificial Intelligence in Medicine AIME'05, Jul 2005, Aberdeen- Scotland, United Kingdom. pp.424-428
Conference papers
inserm-00519870v1
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Génération d'un SNDS synthétique à partir de données ouvertesEGC 2021 - Actes de la conférence Extraction et Gestion des connaissances, Jan 2021, Montpellier, France. Actes de la conférence Extraction et Gestion des connaissances (EGC), pp.1-2
Conference poster
hal-03326620v1
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Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail ContextInternational Conference on Extending Database Technology (EDBT), Mar 2016, Bordeaux, France. ⟨10.5441/002/edbt.2016.87⟩
Conference poster
hal-01405172v1
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Chronicles: Formalization of a Temporal ModelSpringer International Publishing, pp.121, 2023, SpringerBriefs in Computer Science (BRIEFSCOMPUTER), 978-3-031-33692-8. ⟨10.1007/978-3-031-33693-5⟩
Books
hal-04173959v1
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Intelligence artificielle et agronomieRevue d'Intelligence Artificielle, 27, pp.273, 2013
Books
hal-00916980v1
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Discriminant chronicle miningB. Pinaud; F. Guillet; F. Gandon and C. Largeron. Advances in Knowledge Discovery and Management (vol 8), Springer, Cham, pp.89-118, 2019, Advances in Knowledge Discovery and Management, 978-3-030-18128-4. ⟨10.1007/978-3-030-18129-1_5⟩
Book sections
hal-01940146v1
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Efficiency Analysis of ASP Encodings for Sequential Pattern Mining TasksBruno 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
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Dense Bag-of-Temporal-SIFT-Words for Time Series ClassificationAdvanced Analysis and Learning on Temporal Data, Springer, 2016, 978-3319444116. ⟨10.1007/978-3-319-44412-3_2⟩
Book sections
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Paysages et étalement urbain : Aspects physiques et culturels à travers l'exemple de l'aire urbaine d'AngersBiodiversité, paysage et cadre de vie - La démocratie en pratique, Victoires Editions, pp.91-110, 2015, 978-2-35113- 238-8
Book sections
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Caractérisation d'un parcellaire agricole : comparaison des sacs de noeuds obtenus par un chemin de Hilbert adaptatif et un graphe de voisinage2014, pp.13
Other publications
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LogAnalyzer : monitoring adaptatif d'un flux de données2010
Other publications
inria-00460682v1
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Algorithme d'Apprentissage de Scénarios à partir de Séries Symboliques Temporelles2006
Other publications
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NegPSpan: efficient extraction of negative sequential patterns with embedding constraints2018
Preprints, Working Papers, ...
hal-01743975v2
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Self-adaptive web intrusion detection system[Research Report] RR-6989, INRIA. 2009, pp.24
Reports
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Interprétation collaborative de séries temporelles. Application à des données de réanimation médicale.Informatique [cs]. Institut National Polytechnique de Grenoble - INPG, 2007. Français. ⟨NNT : ⟩
Theses
tel-00264145v1
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Enhancing sequential pattern mining with time and reasoningArtificial Intelligence [cs.AI]. Université de Rennes 1, 2020
Habilitation à diriger des recherches
tel-02495270v1
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