Human/Computer Interaction to Learn Scenarios from ICU Multivariate Time Series. - Thomas Guyet; Catherine Garbay; Michel Dojat (AIME, 2005)

Apprentissage de scénarios à partir de séries temporelles multivariées. - Thomas Guyet; Catherine Garbay; Michel Dojat (EGC, 2005)

Partenariat utilisateur-SMA pour l'apprentissage à partir de séries temporelles : Application au monitoring en soins intensifs (article court). - Thomas Guyet; Catherine Garbay; Michel Dojat (JFSMA, 2005)

A Human-Machine Cooperative Approach for Time Series Data Interpretation. - Thomas Guyet; Catherine Garbay; Michel Dojat (AIME, 2007)

Knowledge construction from time series data using a collaborative exploration system. - Thomas Guyet; Catherine Garbay; Michel Dojat (J. Biomed. Informatics, 2007)

Interprétation collaborative de séries temporelles. Application à des données de réanimation médicale. (Collaborative interpretation of multivariate time series. Application to data from intensive care units). - Thomas Guyet (2007)

Mining Temporal Patterns with Quantitative Intervals. - Thomas Guyet; Rene Quiniou (ICDM Workshops, 2008)

Diagnostic multi-sources adaptatif. Application à la détection d'intrusion dans des serveurs Web. - Thomas Guyet; Wei Wang 012; Rene Quiniou; Marie-Odile Cordier (EGC, 2009)

Online and adaptive anomaly Detection: detecting intrusions in unlabelled audit data streams. - Wei Wang 012; Thomas Guyet; Rene Quiniou; Marie-Odile Cordier; Florent Masseglia (EGC, 2009)

Autonomic Intrusion Detection System. - Wei Wang 012; Thomas Guyet; Svein J. Knapskog (RAID, 2009)

A general framework for adaptive and online detection of web attacks. - Wei Wang 012; Florent Masseglia; Thomas Guyet; Rene Quiniou; Marie-Odile Cordier (WWW, 2009)

Self-adaptive web intrusion detection system - Thomas Guyet; Rene Quiniou; Wei Wang 012; Marie-Odile Cordier (CoRR, 2009)

Extraction de motifs temporels à partir de séquences d'événements avec intervalles temporels. - Thomas Guyet; Rene Quiniou (EGC, 2011)

Extracting Temporal Patterns from Interval-Based Sequences. - Thomas Guyet; Rene Quiniou (IJCAI, 2011)

Extraction incrémentale de séquences fréquentes dans un flux d'itemsets. - Thomas Guyet; Rene Quiniou (EGC, 2012)

Construction semi-automatique d'une ontologie de la perception des paysages. - Julie Bourbeillon; Laëtitia Piel; Ramla El Ayeb; Damien Rousselière; Thomas Guyet (IC, 2013)

1d-SAX: A Novel Symbolic Representation for Time Series. - Simon Malinowski; Thomas Guyet; René Quiniou; Romain Tavenard (IDA, 2013)

Introduction. - Thomas Guyet; Florence Le Ber; Maguelonne Teisseire (Rev. d'Intelligence Artif., 2013)

Comparaison des chemins de Hilbert adaptatif et des graphes de voisinage pour la caractérisation d'un parcellaire agricole. - Thomas Guyet; Sébastien Da Silva; Claire Lavigne; Florence Le Ber (EGC, 2014)

1d-SAX : une nouvelle représentation symbolique pour les séries temporelles. - Simon Malinowski; Thomas Guyet; René Quiniou; Romain Tavenard (EGC, 2014)

Evaluating distance measures and times series clustering for temporal patterns retrieval. - Sidahmed Benabderrahmane; Rene Quiniou; Thomas Guyet (IRI, 2014)

Using Answer Set Programming for pattern mining. - Thomas Guyet; Yves Moinard; René Quiniou (CoRR, 2014)

Autonomic intrusion detection: Adaptively detecting anomalies over unlabeled audit data streams in computer networks. - Wei Wang 012; Thomas Guyet; René Quiniou; Marie-Odile Cordier; Florent Masseglia; Xiangliang Zhang 001 (Knowl. Based Syst., 2014)

Extracting characteristics of satellite image time series with decision trees. - Thomas Guyet (MultiTemp, 2015)

Landscape features that prevent or foster urban sprawl. - Thomas Guyet (MultiTemp, 2015)

Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. - Adeline Bailly; Simon Malinowski; Romain Tavenard; Laetitia Chapel; Thomas Guyet (AALTD@PKDD/ECML (Revised Selected Papers), 2015)

Bag-of-Temporal-SIFT-Words for Time Series Classification. - Adeline Bailly; Simon Malinowski; Romain Tavenard; Thomas Guyet; Lætitia Chapel (AALTD@PKDD/ECML, 2015)

Programmation par ensembles réponses pour simuler l'assolement d'un paysage. - Thomas Guyet; Yves Moinard; René Quiniou (Rev. d'Intelligence Artif., 2015)

Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétection. - Thomas Guyet; Simon Malinowski; Mohand Cherif Benyounès (Rev. Int. Géomatique, 2015)

Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context. - Clément Gautrais; Peggy Cellier; Thomas Guyet; René Quiniou; Alexandre Termier (EDBT, 2016)

Fouille de motifs séquentiels avec ASP. - Thomas Guyet; Yves Moinard; Rene Quiniou; Torsten Schaub (EGC, 2016)

Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. - Thomas Guyet; Yves Moinard; René Quiniou; Torsten Schaub (EGC (best of volume), 2016)

Knowledge-Based Sequence Mining with ASP. - Martin Gebser; Thomas Guyet; René Quiniou; Javier Romero 003; Torsten Schaub (IJCAI, 2016)

Packing Graphs with ASP for Landscape Simulation. - Thomas Guyet; Yves Moinard; Jacques Nicolas; René Quiniou (IJCAI, 2016)

Long term analysis of time series of satellite images. - Thomas Guyet; Hervé Nicolas (Pattern Recognit. Lett., 2016)

Discriminant Chronicles Mining - Application to Care Pathways Analytics. - Yann Dauxais; Thomas Guyet; David Gross-Amblard; André Happe (AIME, 2017)

Declarative Sequential Pattern Mining of Care Pathways. - Thomas Guyet; André Happe; Yann Dauxais (AIME, 2017)

Expert Opinion Extraction from a Biomedical Database. - Ahmed Samet; Thomas Guyet; Benjamin Négrevergne; Tien-Tuan Dao; Tuan Nha Hoang; Marie Christine Ho Ba Tho (ECSQARU, 2017)

Extraction de chroniques discriminantes. - Yann Dauxais; David Gross-Amblard; Thomas Guyet; André Happe (EGC, 2017)

Mining Rare Sequential Patterns with ASP. - Ahmed Samet; Thomas Guyet; Benjamin Négrevergne (ILP (Late Breaking Papers), 2017)

Purchase Signatures of Retail Customers. - Clément Gautrais; René Quiniou; Peggy Cellier; Thomas Guyet; Alexandre Termier (PAKDD (1), 2017)

Mining relevant interval rules. - Thomas Guyet; René Quiniou; Véronique Masson (CoRR, 2017)

Discriminant Chronicle Mining. - Yann Dauxais; David Gross-Amblard; Thomas Guyet; André Happe (EGC (best of volume), 2018)

PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire. - Colin Leverger; Régis Marguerie; Vincent Lemaire 001; Thomas Guyet; Simon Malinowski (EGC, 2018)

Fouille de motifs temporels négatifs. - Katerina Tsesmeli; Manel Boumghar; Thomas Guyet; Rene Quiniou; Laurent Pierre (EGC, 2018)

Day-ahead time series forecasting: application to capacity planning. - Colin Leverger; Vincent Lemaire 001; Simon Malinowski; Thomas Guyet; Laurence Rozé (CoRR, 2018)

Admissible Generalizations of Examples as Rules. - Philippe Besnard; Thomas Guyet; Véronique Masson (ICTAI, 2019)

Toward a Framework for Seasonal Time Series Forecasting Using Clustering. - Colin Leverger; Simon Malinowski; Thomas Guyet; Vincent Lemaire 001; Alexis Bondu; Alexandre Termier (IDEAL (1), 2019)

Enhancing sequential pattern mining with time and reasoning. - Thomas Guyet (2020)

Semantics of Negative Sequential Patterns. - Philippe Besnard; Thomas Guyet (ECAI, 2020)

Énumération des occurrences d'une chronique. - Thomas Guyet; Philippe Besnard; Ahmed Samet; Nasreddine Ben Salha; Nicolas Lachiche (EGC, 2020)

Generalized Chronicles for Temporal Sequence Classification. - Yann Dauxais; Thomas Guyet (AALTD@PKDD/ECML, 2020)

NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. - Thomas Guyet; René Quiniou (Data Min. Knowl. Discov., 2020)

Temporal Phenotyping for Characterisation of Hospital Care Pathways of COVID19 Patients. - Mathieu Chambard; Thomas Guyet; Yên-Lan NGuyen; Etienne Audureau (AALTD@ECML/PKDD, 2021)

An Extension of Chronicles Temporal Model with Taxonomies: Application to Epidemiological Studies. - Johanne Bakalara; Thomas Guyet; Olivier Dameron; André Happe; Emmanuel Oger (HEALTHINF, 2021)

Génération d'un SNDS synthétique à partir de données ouvertes. - Thomas Guyet (EGC, 2021)

Post-hoc Counterfactual Generation with Supervised Autoencoder. - Victor Guyomard; Françoise Fessant; Tassadit Bouadi; Thomas Guyet (PKDD/ECML Workshops (1), 2021)

Introduction ROIA Agriculture Numérique. - Frédérick Garçia; Thomas Guyet; Catherine Roussey (Rev. Ouverte Intell. Artif., 2021)

Edito. - Frédérick Garçia; Thomas Guyet; Catherine Roussey (Rev. Ouverte Intell. Artif., 2021)

Editorial. - Frédérick Garçia; Thomas Guyet; Catherine Roussey (Rev. Ouverte Intell. Artif., 2021)

Experimental Study of Time Series Forecasting Methods for Groundwater Level Prediction. - Michael Franklin Mbouopda; Thomas Guyet; Nicolas Labroche; Abel Henriot (AALTD@ECML/PKDD, 2022)

Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride. - Lola Beuchée; Thomas Guyet; Simon Malinowski (EGC, 2022)

Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé. - Victor Guyomard; Françoise Fessant; Tassadit Bouadi; Thomas Guyet (EGC, 2022)

Désagrégation temporelle du cumul annuel de croissance de l'herbe. - Laurent Spillemaecker; Thomas Guyet; Simon Malinowski; Anne-Isabelle Graux (EGC, 2022)

Imbalanced classification with tpg genetic programming: impact of problem imbalance and selection mechanisms. - Nicolas Sourbier; Justine Bonnot; Frédéric Majorczyk; Olivier Gesny; Thomas Guyet; Maxime Pelcat (GECCO Companion, 2022)

Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences. - Thomas Guyet; Wenbin Zhang 002; Albert Bifet (ICCS (1), 2022)

Temporal Disaggregation of the Cumulative Grass Growth. - Thomas Guyet; Laurent Spillemaecker; Simon Malinowski; Anne-Isabelle Graux (ICPRAI (2), 2022)

VCNet: A Self-explaining Model for Realistic Counterfactual Generation. - Victor Guyomard; Françoise Fessant; Thomas Guyet; Tassadit Bouadi; Alexandre Termier (ECML/PKDD (1), 2022)

Logical Forms of Chronicles. - Thomas Guyet; Nicolas Markey (TIME, 2022)

Monitoring of grassland productivity using Sentinel-2 remote sensing data. - Pauline Dusseux; Thomas Guyet; Pierre Pattier; Valentin Barbier; Hervé Nicolas (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrence. - Thomas Guyet; Wenbin Zhang 002; Albert Bifet (CoRR, 2022)

SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs. - Nicolas Sourbier; Karol Desnos; Thomas Guyet; Frédéric Majorczyk; Olivier Gesny; Maxime Pelcat (J. Signal Process. Syst., 2022)

Human Activity Segmentation Challenge @ ECML/PKDD'23. - Arik Ermshaus; Patrick Schäfer 001; Anthony J. Bagnall; Thomas Guyet; Georgiana Ifrim; Vincent Lemaire 001; Ulf Leser; Colin Leverger; Simon Malinowski (AALTD@ECML/PKDD, 2023)

Analyse d'une enquête sur la sémantique des motifs séquentiels avec négation. - Thomas Guyet (CNIA, 2023)

Visualiser des explications contrefactuelles pour des données tabulaires. - Victor Guyomard; François Wallyn; Françoise Fessant; Thomas Guyet; Tassadit Bouadi; Alexandre Termier (EGC, 2023)

Interface d'interrogation graphique de parcours de soins à base de chroniques. - Pegdwendé N. Sawadogo; Thomas Guyet; Etienne Audureau (EGC, 2023)

Une extension de la décomposition tensorielle au phénotypage temporel. - Hana Sebia; Thomas Guyet; Etienne Audureau (EGC, 2023)

Generating Robust Counterfactual Explanations. - Victor Guyomard; Françoise Fessant; Thomas Guyet; Tassadit Bouadi; Alexandre Termier (ECML/PKDD (3), 2023)

Interactive Visualization of Counterfactual Explanations for Tabular Data. - Victor Guyomard; Françoise Fessant; Thomas Guyet; Tassadit Bouadi; Alexandre Termier (ECML/PKDD (7), 2023)

A survey on the semantics of sequential patterns with negation. - Thomas Guyet (CoRR, 2023)

Chronicles: Formalization of a Temporal Model - Thomas Guyet; Philippe Besnard (Springer, 2023)

Admissible generalisation of temporal sequences as chronicles. - Thomas Guyet (J. Appl. Non Class. Logics, 2023)

Catégorisation de séquences temporelles ? Application à l'analyse de parcours de soins. - Enoal Gesny; Pierre Pinson; Thomas Guyet (EGC, 2024)

Sky-signatures: detecting and characterizing recurrent behavior in sequential data. - Clément Gautrais; Peggy Cellier; Thomas Guyet; René Quiniou; Alexandre Termier (Data Min. Knowl. Discov., 2024)

SWoTTeD: an extension of tensor decomposition to temporal phenotyping. - Hana Sebia; Thomas Guyet; Etienne Audureau (Mach. Learn., 2024)

Soft-ECM : une extension de l'algorithme Evidentiel C-Means pour des données complexes. - Armel Soubeiga; Thomas Guyet; Violaine Antoine (EGC, 2025)

Vascular segmentation of functional ultrasound images using deep learning. - Hana Sebia; Thomas Guyet; Mickaël Pereira; Marcos A. Valdebenito; Hugues Berry; Benjamin Vidal (Comput. Biol. Medicine, 2025)

Clustering of timed sequences - Application to the analysis of care pathways. - Thomas Guyet; Pierre Pinson; Enoal Gesny (Data Knowl. Eng., 2025)

Evaluating PDE discovery methods for multiscale modeling of biological signals. - Andréa Ducos; Audrey Denizot; Thomas Guyet; Hugues Berry (CoRR, 2025)

Soft-ECM: An extension of Evidential C-Means for complex data. - Armel Soubeiga; Thomas Guyet; Violaine Antoine (CoRR, 2025)