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Thomas Guyet

116
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Researcher identifiers

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.

Publications

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Admissible generalisation of temporal sequences as chronicles

Thomas Guyet
Journal of Applied Non-Classical Logics, 2023, 33 (3-4), pp.641-653. ⟨10.1080/11663081.2023.2244717⟩
Journal articles hal-04383648v1

Sky-signatures: detecting and characterizing recurrent behavior in sequential data

Clément Gautrais , Peggy Cellier , Thomas Guyet , René Quiniou , Alexandre Termier
Data Mining and Knowledge Discovery, 2023, ⟨10.1007/s10618-023-00949-1⟩
Journal articles hal-04401641v1
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SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs

Nicolas Sourbier , Karol Desnos , Thomas Guyet , Frédéric Majorczyk , Olivier Gesny
Journal of Signal Processing Systems, 2022, Design and Architectures for Signal and Image Processing 2021, 94 (7), pp.753-770. ⟨10.1007/s11265-021-01728-1⟩
Journal articles hal-03554393v1

Monitoring of grassland productivity using Sentinel-2 remote sensing data

Pauline Dusseux , Thomas Guyet , Pierre Pattier , Valentin Barbier , Hervé Nicolas
International Journal of Applied Earth Observation and Geoinformation, 2022, 111, pp.102843. ⟨10.1016/j.jag.2022.102843⟩
Journal articles hal-03833748v1
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HERDECT -Utilisation des données satellites Sentinel-2 pour quantifier la production d'herbe

Pauline Dusseux , Elise Michel , Thomas Guyet , Fabienne Launay , Alain Airiaud
Innovations Agronomiques, 2022, 85, pp.171-183. ⟨10.17180/ciag-2022-vol85-art13⟩
Journal articles hal-03760390v1
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New cancer cases at the time of SARS-Cov2 pandemic and related public health policies: A persistent and concerning decrease long after the end of national lockdown

Emmanuelle Kempf , Guillaume Lamé , Richard Layese , Sonia Priou , Gilles Chatellier
European Journal of Cancer, 2021, 150, pp.260-267. ⟨10.1016/j.ejca.2021.02.015⟩
Journal articles hal-03172913v1
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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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From medico-administrative databases analysis to care trajectories analytics: an example with the French SNDS

Erwan Drezen , Thomas Guyet , André Happe
Fundamental & Clinical Pharmacology, 2018, 32 (1), pp.78-80. ⟨10.1111/fcp.12323⟩
Journal articles hal-01631802v1
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Long term analysis of time series of satellite images

Thomas Guyet , Hervé Nicolas
Pattern Recognition Letters, 2015, 70, pp.17-23. ⟨10.1016/j.patrec.2015.11.005⟩
Journal articles hal-01239504v1

Extraction des zones cohérentes par l’analyse spatio-temporelle d’images de télédétection

Thomas Guyet , Simon Malinowski , Mohand-Cherif Benyounès
Revue Internationale de Géomatique, 2015, Numéro spécial SAGEO 2014, pp.22. ⟨10.3166/rig.25.473-494⟩
Journal articles hal-01184095v1

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

Intelligence artificielle et agronomie

Thomas Guyet , F. Le Ber , Maguelonne Teisseire
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2013, 27 (4-5), pp.403-407
Journal articles hal-02601106v1
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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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Knowledge construction from time series data using a collaborative exploration system.

Thomas Guyet , Catherine Garbay , Michel Dojat
Journal of Biomedical Informatics, 2007, 40 (6), pp.672-87. ⟨10.1016/j.jbi.2007.09.006⟩
Journal articles inserm-00381739v1

Knowledge construction from time series data using a collaborative exploration approach

Thomas Guyet , Catherine Garbay , Michel Dojat
Journal of Biomedical Informatics, 2007, 40 (6), pp.672-687. ⟨10.1016/j.jbi.2007.09.006⟩
Journal articles inria-00461373v1
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Analyse d'une enquête sur la sémantique des motifs séquentiels avec négation

Thomas Guyet
CNIA 2023 - Conférence Nationale en Intelligence Artificielle, PFIA, Jul 2023, Strasbourg, France. pp.62-71
Conference papers hal-04164278v1
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Une extension de la décomposition tensorielle au phénotypage temporel

Hana Sebia , Thomas Guyet , Etienne Audureau
EGC 2023 - 23ème Conférence Francophone sur l'Extraction et Gestion des Connaissances, Jan 2023, Lyon, France
Conference papers hal-03902300v1
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Interface d'interrogation graphique de parcours de soins à base de chroniques

Pegdwendé N Sawadogo , Thomas Guyet , Etienne Audureau
Conférence Extraction et gestion de connaissances, Jan 2023, Lyon, France
Conference papers hal-04181253v1
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IA et données de santé : regards croisés sur les droits, devoirs et responsabilités des personnes publiques

Thomas Guyet , Pierre Saurel , Hélène Muscat , Christine Paillard , Tristan Allard
Enjeux scientifiques et sociaux de l’IA, MITI/CNRS, Jan 2023, Paris, France
Conference papers hal-03935333v1
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Declarative Sequential Pattern Mining in ASP

Thomas Guyet
Conference on Inductive Logic Programming (ILP), Nov 2023, Bari, Italy
Conference papers hal-04295035v1
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Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride

Lola Beuchée , Thomas Guyet , Simon Malinowski
EGC 2022 - Conférence francophone sur l'Extraction et la Gestion des Connaissances, Jan 2022, Blois, France
Conference papers hal-03548071v1
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Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences

Thomas Guyet , Wenbin Zhang , Albert Bifet
ICCS 2022 - 22nd International Conference on Computational Science, Jun 2022, London, United Kingdom. pp.460-472, ⟨10.1007/978-3-031-08751-6_33⟩
Conference papers hal-03898790v1

Experimental Study of Time Series Forecasting Methods for Groundwater Level Prediction

Michael Franklin Mbouopda , Thomas Guyet , Nicolas Labroche , Abel Henriot
International Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2022, Grenoble, France. pp.34-49, ⟨10.1007/978-3-031-24378-3_3⟩
Conference papers hal-04130706v1
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Imbalanced Classification with TPG Genetic Programming: Impact of Problem Imbalance and Selection Mechanisms

Nicolas Sourbier , Justine Bonnot , Karol Desnos , Frédéric Majorczyk , Olivier Gesny
GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. pp.1-4, ⟨10.1145/3520304.3529008⟩
Conference papers hal-03699228v2
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Logical forms of chronicles

Thomas Guyet , Nicolas Markey
TIME 2022 - 29th International Symposium on Temporal Representation and Reasoning, Nov 2022, Virtual, Heard & McDonald Islands. pp.1-15
Conference papers hal-03777471v2
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XPM: An explainable-by-design pattern-based estrus detection approach to improve resource use in dairy farms

Issei Harada , Kevin Fauvel , Thomas Guyet , Véronique Masson , Alexandre Termier
AAAI 2022 - 36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada. pp.1-10
Conference papers hal-03483109v2
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Experimental study of time series forecasting methods for groundwater level prediction

Michael Franklin Mbouopda , Thomas Guyet , Nicolas Labroche , Abel Henriot
ECML/PKDD 2022 - ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2022, Grenoble, France. pp.1-16
Conference papers hal-03790275v1
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Désagrégation temporelle du cumul annuel de croissance de l'herbe

Laurent Spillemaecker , Thomas Guyet , Simon Malinowski , Anne-Isabelle Graux
EGC 2022 - Conférence francophone sur l'Extraction et gestion des connaissances, Jan 2022, Blois, France. pp.27-38
Conference papers hal-03548073v1
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Temporal Disaggregation of the Cumulative Grass Growth

Thomas Guyet , Laurent Spillemaecker , Simon Malinowski , Anne-Isabelle Graux
ICPRAI 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⟩
Conference papers hal-03899264v1
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Conceptions de phénotypes computationnels pour la recherche en santé publique

Pegdwendé Sawadogo , Thomas Guyet , Etienne Audureau
Santé et IA 2022, Jun 2022, Saint-Etienne, France
Conference papers hal-03675618v1
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Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé

Victor Guyomard , Françoise Fessant , Tassadit Bouadi , Thomas Guyet
Extraction et Gestion des Connaissances, EGC’2022, Apr 2022, Blois, France
Conference papers hal-03551329v1
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VCNet: A self-explaining model for realistic counterfactual generation

Victor Guyomard , Françoise Fessant , Thomas Guyet , Tassadit Bouadi , Alexandre Termier
ECML PKDD 2022 - European Conference on Machine Learning and Knowledge Discovery in Databases., Sep 2022, Grenoble, France. pp.1-16
Conference papers hal-03899151v1
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An extension of chronicles temporal model with taxonomies -Application to epidemiological studies

Johanne Bakalara , Thomas Guyet , Olivier Dameron , André Happe , Emmanuel Oger
HEALTHINF 2021 - 14th International Conference on Health Informatics, Feb 2021, online, France. pp.1-10
Conference papers hal-03096846v1
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Probabilistic forecasting of seasonal time series Combining clustering and classification for forecasting

Colin Leverger , Thomas Guyet , Simon Malinowski , Vincent Lemaire , Alexis Bondu
ITISE 2021 - 7th International Conference on Time Series and Forecasting, Jul 2021, Gran Canaria, Spain. pp.1-13
Conference papers hal-03326626v1
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Temporal phenotyping for characterisation of hospital care pathways of COVID19 patients

Mathieu Chambard , Thomas Guyet , Yên-Lan Nguyen , Etienne Audureau
AALTD 2021 - The 6th International Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2021, Bilbao / Virtual, Spain. pp.1-16
Conference papers hal-03326636v1
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An open generator of synthetic administrative healthcare databases

Thomas Guyet , Tristan Allard , Johanne Bakalara , Olivier Dameron
IAS 2021 - Atelier Intelligence Artificielle et Santé, Jun 2021, Bordeaux (virtuel), France. pp.1-8
Conference papers hal-03326618v1
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An extension of chronicles temporal model with taxonomies

Johanne Bakalara , Thomas Guyet , Olivier Dameron , André Happe , Emmanuel Oger
BDA 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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Generalized Chronicles for Temporal Sequence Classification

Thomas Guyet , Yann Dauxais
AALTD 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 patterns

Philippe Besnard , Thomas Guyet
1st 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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Énumération des occurrences d'une chronique

Thomas Guyet , Philippe Besnard , Ahmed Samet , Nasreddine Ben Salha , Nicolas Lachiche
EGC 2020 - 20ème édition de la Conférence Extraction et Gestion des Connaissances, Jan 2020, Bruxelles, Belgique. pp.1-8
Conference papers hal-02422796v1

Énumération des occurrences d'une chronique

Thomas Guyet , Philippe Besnard , Nasreddine Ben Salha , Ahmed Samet , Nicolas Lachiche
Extraction 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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Semantics of negative sequential patterns

Thomas Guyet , Philippe Besnard
24 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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Temporal models of care sequences for the exploration of medico-administrative data

Johanne Bakalara , Thomas Guyet , Olivier Dameron , Emmanuel Oger , André Happe
2019 - Workshop IA&Santé, PFIA, Jul 2019, Toulouse, France. pp.1-8
Conference papers hal-02265743v1
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Admissible generalizations of examples as rules (2019)

Philippe Besnard , Thomas Guyet , Véronique Masson
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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Toward a Framework for Seasonal Time Series Forecasting Using Clustering

Colin Leverger , Simon Malinowski , Thomas Guyet , Vincent Lemaire , Alexis Bondu
IDEAL 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 patterns

Thomas Guyet
JIAF 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 (2018)

Philippe Besnard , Thomas Guyet , Véronique Masson
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 planning

Colin Leverger , Vincent Lemaire , Simon Malinowski , Thomas Guyet , Laurence Rozé
AALTD'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 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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PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire

Colin Leverger , Régis Marguerie , Vincent Lemaire , Thomas Guyet , Simon Malinowski
EGC 2018 - Conférence Extraction et Gestion des Connaissances, Jan 2018, Paris, France. pp.455-458
Conference papers hal-01911243v1
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Extraction de chroniques discriminantes

Yann Dauxais , David Gross-Amblard , Thomas Guyet , André Happe
Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France
Conference papers hal-01413473v1
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Discriminant chronicles mining: Application to care pathways analytics

Yann Dauxais , Thomas Guyet , David Gross-Amblard , André Happe
Artificial Intelligence in Medicine, Jun 2017, Vienna, Austria. ⟨10.1007/978-3-319-59758-4₂6⟩
Conference papers hal-01568929v1
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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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Declarative Sequential Pattern Mining of Care Pathways

Thomas Guyet , André Happe , Yann Dauxais
Conference 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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Mining relevant interval rules

Thomas Guyet , René Quiniou , Véronique Masson
International Conference on Formal Concept Analysis, Jun 2017, Rennes, France
Conference papers hal-01584981v1

Admissible generalizations of examples as rules (JIAF 2017)

Philippe Besnard , Thomas Guyet , Véronique Masson
11èmes Journées d'Intelligence Artificielle Fondamentale (JIAF 2017), Jul 2017, Caen, France
Conference papers hal-01576047v1
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Mining rare sequential patterns with ASP

Ahmed Samet , Thomas Guyet , Benjamin Negrevergne
ILP 2017 - 27th International Conference on Inductive Logic Programming, Sep 2017, Orléans, France
Conference papers hal-01569582v1
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Expert Opinion Extraction from a Biomedical Database

Ahmed Samet , Thomas Guyet , Benjamin Negrevergne , Tien-Tuan Dao , Tuan Nha Hoang
Conference 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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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
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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

PEPS: a platform for supporting studies in pharmaco-epidemiology using medico-administrative databases

Frédéric Balusson , Marie-Anne Botrel , Olivier Dameron , Yann Dauxais , Erwan Drezen
International Congress on e-Health Research, Oct 2016, Paris, France
Conference papers hal-01380939v1

Landscape features that prevent or foster urban sprawl

Thomas Guyet
MultiTemp 2015 : 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, Jul 2015, Annecy, France. pp.244-247
Conference papers hal-01178944v1

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

Extracting characteristics of Satellite Image Time Series with Decision Trees

Thomas Guyet
MultiTemp, 2015, Annecy, France. pp.260-263
Conference papers hal-01178943v1

Chronicles mining in a database of drugs exposures

Yann Dauxais , David Gross-Amblard , Thomas Guyet , André Happe
ECML Doctoral consortium, Sep 2015, Porto, Portugal
Conference papers hal-01184100v1
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Bag-of-Temporal-SIFT-Words for Time Series Classification

Adeline Bailly , Simon Malinowski , Romain Tavenard , Thomas Guyet , Laetitia Chapel
ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2015, Porto, Portugal
Conference papers halshs-01184900v1
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Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétection

Thomas Guyet , Simon Malinowski , Mohand-Cherif Benyounès
Proceedings 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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Programmation par ensembles réponses pour simuler l'assolement d'un paysage

Thomas Guyet , Yves Moinard
Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France
Conference papers hal-00989199v1

Comparaison des chemins de Hilbert adaptatif et des graphes de voisinage pour la caractérisation d'un parcellaire agricole

Thomas Guyet , Florence Le Ber , Sébastien da Silva , Claire Lavigne
Conférence 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

Paysage, étalement urbain et décisions politiques : retour sur une approche pluridisciplinaire confrontant analyse spatiale et perceptions des acteurs.

Anaïs Marshall , Thomas Guyet
« Concilier expertise scientifique et participation : le défi posé par la Convention européenne du paysage », Apr 2014, Bruxelles, Belgique
Conference papers hal-01622995v1

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

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
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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
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Visualisation de données relationnelles

Thomas Guyet
Conférence Internationale de Géomatique et d'Analyse Spatiale (SAGEO), Sep 2013, Brest, France
Conference papers hal-00916923v1
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Fouille d'images géoréférencées avec RapidMiner

Thomas Guyet , Hervé Nicolas , Boussad Ghedamsi , Élise Athané
Conférence Internationale de Géomatique et d'Analyse Spatiale (SAGEO), Sep 2013, Brest, France
Conference papers hal-00916921v1
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Construction semi-automatique d'une ontologie de la perception des paysages

Julie Bourbeillon , Laëtitia Piel , Ramla El Ayeb , Damien Rousselière , Thomas Guyet
IC - 24èmes Journées francophones d'Ingénierie des Connaissances, Mar 2013, Lille, France
Conference papers hal-00920722v1

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
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Segmentation multi-échelle de séries temporelles d'images satellite : Application à l'étude d'une période de sécheresse au Sénégal

Thomas Guyet , Hervé Nicolas , Abdou Diouck
RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Conference papers hal-00656542v1

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

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

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
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Fouille de données spatiales pour la caractérisation spatiale de paysages en lien avec des fonctionnalités agro-écologiques

Thomas Guyet
Spatial Analysis and GEOmatics (SAGEO'10), Nov 2010, Toulouse, France. pp.385-387
Conference papers inria-00544144v1

Apprentissage incrémental de règles de décision à partir de données d'un simulateur

Marie-Odile Cordier , Thomas Guyet , Christine Largouët , Véronique Masson , Henri-Maxime Suchier
Atelier INFORSID : Systèmes d'Information et de Décision pour l'Environnement, 2009, Toulouse, France
Conference papers inria-00460719v1

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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Interprétation collaborative de séries temporelles

Thomas Guyet , Catherine Garbay , Michel Dojat
Colloque de l'association pour la recherche cognitive, Dec 2009, Rouen, France
Conference papers inria-00461366v1

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

Autonomic Intrusion Detection System

Wei Wang , Thomas Guyet , Svein Knapskog
Recent Advances in Intrusion Detection, Sep 2009, Saint Malo, France
Conference papers inria-00461382v1
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Towards fast detecting intrusions: using key attributes of network traffic

Wei Wang , Sylvain Gombault , Thomas Guyet
ICIMP 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

Towards fast detecting intrusions: using key attributes of network trafic

Wei Wang , Sylvain Gomblaut , Thomas Guyet
The Third International Conference on Internet Monitoring and Protection, Jul 2008, Bucharest, Romania
Conference papers inria-00461415v1
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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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A human-machine cooperative approach for time series data interpretation

Thomas Guyet , Catherine Garbay , Dojat Michel
11th Conference on Artificial Intelligence in Medicine (AIME 2007), Jul 2007, Amsterdam, Netherlands. pp.3-12
Conference papers inserm-00519815v1

A Human-Machine Cooperative Approach for Time Series Data Interpretation

Thomas Guyet , Catherine Garbay , Michel Dojat
The 11th Conference on Artificial Intelligence In Medicine, Aug 2007, Aberdeen, United Kingdom. ⟨10.1007/978-3-540-73599-1_1⟩
Conference papers inria-00461454v1

Annotation: a support for co-interpretation

Thomas Guyet
Enactive07, Apr 2007, Grenoble, France
Conference papers inria-00461459v1

Computer/Human Structural Coupling for Data Interpretation

Thomas Guyet , Catherine Garbay , Michel Dojat
Proc 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 series

Thomas Guyet , Catherine Garbay , Michel Dojat
Artificial 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 ouvertes

Thomas Guyet
EGC 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 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⟩
Conference poster hal-01405172v1
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Discriminant chronicle mining

Yann Dauxais , David Gross-Amblard , Thomas Guyet , André Happe
B. 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 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
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Dense Bag-of-Temporal-SIFT-Words for Time Series Classification

Adeline Bailly , Simon Malinowski , Romain Tavenard , Laetitia Chapel , Thomas Guyet
Advanced Analysis and Learning on Temporal Data, Springer, 2016, 978-3319444116. ⟨10.1007/978-3-319-44412-3_2⟩
Book sections hal-01252726v4

Paysages et étalement urbain : Aspects physiques et culturels à travers l'exemple de l'aire urbaine d'Angers

Élise Athané , Julie Bourbeillon , Thomas Coisnon , Thomas Guyet , Anaïs Marshall
Biodiversité, paysage et cadre de vie - La démocratie en pratique, Victoires Editions, pp.91-110, 2015, 978-2-35113- 238-8
Book sections hal-01178942v1
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Enhancing sequential pattern mining with time and reasoning

Thomas Guyet
Artificial Intelligence [cs.AI]. Université de Rennes 1, 2020
Habilitation à diriger des recherches tel-02495270v1