Thomas Guyet

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 66

Top Venues

Grenoble Institute of Technology, France (PHD)

Education History

Grenoble Institute of Technology, France

PHD

Publications

Hana Sebia, Thomas Guyet, Etienne Audureau
SWoTTeD: an extension of tensor decomposition to temporal phenotyping. Mach. Learn. 113 (9) (2024)
Thomas Guyet, Pierre Pinson, Enoal Gesny
Clustering of timed sequences - Application to the analysis of care pathways. CoRR (2024)
Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
Sky-signatures: detecting and characterizing recurrent behavior in sequential data. Data Min. Knowl. Discov. 38 (2) (2024)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Generating Robust Counterfactual Explanations. ECML/PKDD (3) (2023)
Hana Sebia, Thomas Guyet, Etienne Audureau
SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping. CoRR (2023)
Thomas Guyet
Analyse d'une enquête sur la sémantique des motifs séquentiels avec négation. CNIA (2023)
Pegdwendé N. Sawadogo, Thomas Guyet, Etienne Audureau
Interface d'interrogation graphique de parcours de soins à base de chroniques. EGC (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) (2023)
Arik Ermshaus, Patrick Schäfer, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski
Human Activity Segmentation Challenge @ ECML/PKDD'23. AALTD@ECML/PKDD (2023)
Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Visualiser des explications contrefactuelles pour des données tabulaires. EGC (2023)
Thomas Guyet
A survey on the semantics of sequential patterns with negation. CoRR (2023)
Thomas Guyet
Admissible generalisation of temporal sequences as chronicles. J. Appl. Non Class. Logics 33 (3-4) (2023)
Hana Sebia, Thomas Guyet, Etienne Audureau
Une extension de la décomposition tensorielle au phénotypage temporel. EGC (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Generating robust counterfactual explanations. CoRR (2023)
Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux
Temporal Disaggregation of the Cumulative Grass Growth. ICPRAI (2) (2022)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
VCNet: A Self-explaining Model for Realistic Counterfactual Generation. ECML/PKDD (1) (2022)
Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux
Temporal Disaggregation of the Cumulative Grass Growth. CoRR (2022)
Thomas Guyet, Wenbin Zhang, Albert Bifet
Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrence. CoRR (2022)
Lola Beuchée, Thomas Guyet, Simon Malinowski
Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride. EGC (2022)
Laurent Spillemaecker, Thomas Guyet, Simon Malinowski, Anne-Isabelle Graux
Désagrégation temporelle du cumul annuel de croissance de l'herbe. EGC (2022)
Pauline Dusseux, Thomas Guyet, Pierre Pattier, Valentin Barbier, Hervé Nicolas
Monitoring of grassland productivity using Sentinel-2 remote sensing data. Int. J. Appl. Earth Obs. Geoinformation 111 (2022)
Michael Franklin Mbouopda, Thomas Guyet, Nicolas Labroche, Abel Henriot
Experimental Study of Time Series Forecasting Methods for Groundwater Level Prediction. AALTD@ECML/PKDD (2022)
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé. EGC (2022)
Thomas Guyet, Wenbin Zhang, Albert Bifet
Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences. ICCS (1) (2022)
Nicolas Sourbier, Karol Desnos, Thomas Guyet, Frédéric Majorczyk, Olivier Gesny, Maxime Pelcat
SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs. J. Signal Process. Syst. 94 (7) (2022)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
VCNet: A self-explaining model for realistic counterfactual generation. CoRR (2022)
Michael Franklin Mbouopda, Thomas Guyet, Nicolas Labroche, Abel Henriot
Experimental study of time series forecasting methods for groundwater level prediction. CoRR (2022)
Thomas Guyet, Nicolas Markey
Logical Forms of Chronicles. TIME (2022)
Nicolas Sourbier, Justine Bonnot, Frédéric Majorczyk, Olivier Gesny, Thomas Guyet, Maxime Pelcat
Imbalanced classification with tpg genetic programming: impact of problem imbalance and selection mechanisms. GECCO Companion (2022)
Thomas Guyet
Génération d'un SNDS synthétique à partir de données ouvertes. EGC (2021)
Johanne Bakalara, Thomas Guyet, Olivier Dameron, André Happe, Emmanuel Oger
An Extension of Chronicles Temporal Model with Taxonomies: Application to Epidemiological Studies. HEALTHINF (2021)
Frédérick Garçia, Thomas Guyet, Catherine Roussey
Introduction ROIA Agriculture Numérique. ROIA 2 (1) (2021)
Frédérick Garçia, Thomas Guyet, Catherine Roussey
Edito. ROIA 2 (1) (2021)
Mathieu Chambard, Thomas Guyet, Yên-Lan NGuyen, Etienne Audureau
Temporal Phenotyping for Characterisation of Hospital Care Pathways of COVID19 Patients. AALTD@ECML/PKDD (2021)
Frédérick Garçia, Thomas Guyet, Catherine Roussey
Editorial. ROIA 2 (1) (2021)
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
Post-hoc Counterfactual Generation with Supervised Autoencoder. PKDD/ECML Workshops (1) (2021)
Thomas Guyet, Philippe Besnard, Ahmed Samet, Nasreddine Ben Salha, Nicolas Lachiche
Énumération des occurrences d'une chronique. EGC (2020)
Philippe Besnard, Thomas Guyet
Semantics of Negative Sequential Patterns. ECAI (2020)
Yann Dauxais, Thomas Guyet
Generalized Chronicles for Temporal Sequence Classification. AALTD@PKDD/ECML (2020)
Thomas Guyet, René Quiniou
NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. Data Min. Knowl. Discov. 34 (2) (2020)
Thomas Guyet, Philippe Besnard
Semantics of negative sequential patterns. CoRR (2020)
Philippe Besnard, Thomas Guyet, Véronique Masson
Admissible Generalizations of Examples as Rules. ICTAI (2019)
Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier
Toward a Framework for Seasonal Time Series Forecasting Using Clustering. IDEAL (1) (2019)
Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe
Discriminant Chronicle Mining. EGC (best of volume) (2018)
Colin Leverger, Vincent Lemaire, Simon Malinowski, Thomas Guyet, Laurence Rozé
Day-ahead time series forecasting: application to capacity planning. CoRR (2018)
Colin Leverger, Régis Marguerie, Vincent Lemaire, Thomas Guyet, Simon Malinowski
PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire. EGC (2018)
Katerina Tsesmeli, Manel Boumghar, Thomas Guyet, Rene Quiniou, Laurent Pierre
Fouille de motifs temporels négatifs. EGC (2018)
Thomas Guyet, René Quiniou
NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. CoRR (2018)
Thomas Guyet, André Happe, Yann Dauxais
Declarative Sequential Pattern Mining of Care Pathways. CoRR (2017)
Ahmed Samet, Thomas Guyet, Benjamin Négrevergne
Mining Rare Sequential Patterns with ASP. ILP (Late Breaking Papers) (2017)
Ahmed Samet, Thomas Guyet, Benjamin Négrevergne, Tien-Tuan Dao, Tuan Nha Hoang, Marie Christine Ho Ba Tho
Expert Opinion Extraction from a Biomedical Database. ECSQARU (2017)
Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe
Extraction de chroniques discriminantes. EGC (2017)
Thomas Guyet, Yves Moinard, René Quiniou, Torsten Schaub
Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. CoRR (2017)
Yann Dauxais, Thomas Guyet, David Gross-Amblard, André Happe
Discriminant Chronicles Mining - Application to Care Pathways Analytics. AIME (2017)
Yann Dauxais, Thomas Guyet, David Gross-Amblard, André Happe
Discriminant chronicles mining: Application to care pathways analytics. CoRR (2017)
Ahmed Samet, Thomas Guyet, Benjamin Négrevergne, Tien-Tuan Dao, Tuan Nha Hoang, Marie Christine Ho Ba Tho
Expert Opinion Extraction from a Biomedical Database. CoRR (2017)
Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier
Purchase Signatures of Retail Customers. PAKDD (1) (2017)
Thomas Guyet, André Happe, Yann Dauxais
Declarative Sequential Pattern Mining of Care Pathways. AIME (2017)
Thomas Guyet, René Quiniou, Véronique Masson
Mining relevant interval rules. CoRR (2017)
Thomas Guyet, Yves Moinard, Rene Quiniou, Torsten Schaub
Fouille de motifs séquentiels avec ASP. EGC (2016)
Martin Gebser, Thomas Guyet, René Quiniou, Javier Romero, Torsten Schaub
Knowledge-Based Sequence Mining with ASP. IJCAI (2016)
Thomas Guyet, Hervé Nicolas
Long term analysis of time series of satellite images. Pattern Recognit. Lett. 70 (2016)
Thomas Guyet, Yves Moinard, René Quiniou, Torsten Schaub
Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. EGC (best of volume) (2016)
Thomas Guyet, Yves Moinard, Jacques Nicolas, René Quiniou
Packing Graphs with ASP for Landscape Simulation. IJCAI (2016)
Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Laetitia Chapel
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. CoRR (2016)
Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context. EDBT (2016)
Thomas Guyet, Simon Malinowski, Mohand Cherif Benyounès
Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétection. Rev. Int. Géomatique 25 (4) (2015)
Thomas Guyet
Extracting characteristics of satellite image time series with decision trees. MultiTemp (2015)
Thomas Guyet, Yves Moinard, René Quiniou
Programmation par ensembles réponses pour simuler l'assolement d'un paysage. Rev. d'Intelligence Artif. 29 (3-4) (2015)
Adeline Bailly, Simon Malinowski, Romain Tavenard, Laetitia Chapel, Thomas Guyet
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. AALTD@PKDD/ECML (Revised Selected Papers) (2015)
Thomas Guyet
Landscape features that prevent or foster urban sprawl. MultiTemp (2015)
Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Lætitia Chapel
Bag-of-Temporal-SIFT-Words for Time Series Classification. AALTD@PKDD/ECML (2015)
Thomas Guyet, Sébastien Da Silva, Claire Lavigne, Florence Le Ber
Comparaison des chemins de Hilbert adaptatif et des graphes de voisinage pour la caractérisation d'un parcellaire agricole. EGC (2014)
Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard
1d-SAX : une nouvelle représentation symbolique pour les séries temporelles. EGC (2014)
Wei Wang, Thomas Guyet, René Quiniou, Marie-Odile Cordier, Florent Masseglia, Xiangliang Zhang
Autonomic intrusion detection: Adaptively detecting anomalies over unlabeled audit data streams in computer networks. Knowl. Based Syst. 70 (2014)
Thomas Guyet, Yves Moinard, René Quiniou
Using Answer Set Programming for pattern mining. CoRR (2014)
Sidahmed Benabderrahmane, Rene Quiniou, Thomas Guyet
Evaluating distance measures and times series clustering for temporal patterns retrieval. IRI (2014)
Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard
1d-SAX: A Novel Symbolic Representation for Time Series. IDA (2013)
Thomas Guyet, Florence Le Ber, Maguelonne Teisseire
Introduction. Rev. d'Intelligence Artif. 27 (4-5) (2013)
Julie Bourbeillon, Laëtitia Piel, Ramla El Ayeb, Damien Rousselière, Thomas Guyet
Construction semi-automatique d'une ontologie de la perception des paysages. IC (2013)
Thomas Guyet, Rene Quiniou
Extraction incrémentale de séquences fréquentes dans un flux d'itemsets. EGC (2012)
Thomas Guyet, Rene Quiniou
Extracting Temporal Patterns from Interval-Based Sequences. IJCAI (2011)
Thomas Guyet, Rene Quiniou
Extraction de motifs temporels à partir de séquences d'événements avec intervalles temporels. EGC (2011)
Wei Wang, Thomas Guyet, Rene Quiniou, Marie-Odile Cordier, Florent Masseglia
Online and adaptive anomaly Detection: detecting intrusions in unlabelled audit data streams. EGC (2009)
Thomas Guyet, Wei Wang, Rene Quiniou, Marie-Odile Cordier
Diagnostic multi-sources adaptatif. Application à la détection d'intrusion dans des serveurs Web. EGC (2009)
Wei Wang, Thomas Guyet, Svein J. Knapskog
Autonomic Intrusion Detection System. RAID (2009)
Wei Wang, Florent Masseglia, Thomas Guyet, Rene Quiniou, Marie-Odile Cordier
A general framework for adaptive and online detection of web attacks. WWW (2009)
Thomas Guyet, Rene Quiniou, Wei Wang, Marie-Odile Cordier
Self-adaptive web intrusion detection system CoRR (2009)
Thomas Guyet, Rene Quiniou
Mining Temporal Patterns with Quantitative Intervals. ICDM Workshops (2008)
Thomas Guyet, Catherine Garbay, Michel Dojat
Knowledge construction from time series data using a collaborative exploration system. J. Biomed. Informatics 40 (6) (2007)
Thomas Guyet, Catherine Garbay, Michel Dojat
A Human-Machine Cooperative Approach for Time Series Data Interpretation. AIME (2007)
Thomas Guyet, Catherine Garbay, Michel Dojat
Human/Computer Interaction to Learn Scenarios from ICU Multivariate Time Series. AIME (2005)
Thomas Guyet, Catherine Garbay, Michel Dojat
Partenariat utilisateur-SMA pour l'apprentissage à partir de séries temporelles : Application au monitoring en soins intensifs (article court). JFSMA (2005)
Thomas Guyet, Catherine Garbay, Michel Dojat
Apprentissage de scénarios à partir de séries temporelles multivariées. EGC (2005)

Thomas Guyet.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Guyet