Thomas Guyet - RankMe

117 papers A* 4A 2B 7C 2Misc 1Journal 41Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Generating Efficiently Realistic Counterfactual Explanations. Mach. Learn. Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
2025	—	`ed.`	Advanced Analytics and Learning on Temporal Data - 9th ECML PKDD Workshop, AALTD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers AALTD@ECML/PKDD Vincent Lemaire, Georgiana Ifrim, Anthony J. Bagnall, Thomas Guyet, Simon Malinowski, Patrick Schäfer, Romain Tavenard
2025	J	`jnl`	Automatic analysis of negation cues and scopes for medical texts in French using language models. Comput. Biol. Medicine S. Sadoune, Antoine Richard, François Talbot, Thomas Guyet, Loïc Boussel, Hugues Berry
2025	J	`jnl`	Clustering of timed sequences - Application to the analysis of care pathways. Data Knowl. Eng. Thomas Guyet, Pierre Pinson, Enoal Gesny
2025	—	`conf`	Evaluating PDE Discovery Methods for Multiscale Modeling of Biological Signals. CMSB Andréa Ducos, Audrey Denizot, Thomas Guyet, Hugues Berry
2025	J	`jnl`	Evaluating PDE discovery methods for multiscale modeling of biological signals. CoRR Andréa Ducos, Audrey Denizot, Thomas Guyet, Hugues Berry
2025	—	`ed.`	Extraction et Gestion des Connaissances, EGC 2025, Strasbourg, France, January 29-31, 2025. Strasbourg, France Thomas Guyet, Baptiste Lafabregue, Aurélie Leborgne
2025	—	`conf`	Soft-ECM : une extension de l'algorithme Evidentiel C-Means pour des données complexes. EGC Armel Soubeiga, Thomas Guyet, Violaine Antoine
2025	—	`conf`	Soft-ECM: An extension of Evidential C-Means for complex data. FUZZ Armel Soubeiga, Thomas Guyet, Violaine Antoine
2025	J	`jnl`	Soft-ECM: An extension of Evidential C-Means for complex data. CoRR Armel Soubeiga, Thomas Guyet, Violaine Antoine
2025	—	`conf`	Three-State Gene Expression Model Parameterized for Single-Cell Multi-omics Data. CMSB Thibaut Peyric, Thomas Lepoutre, Anton Crombach, Thomas Guyet
2025	—	`conf`	Towards a Library for the Analysis of Temporal Sequences. AALTD@ECML/PKDD Thomas Guyet, Arnaud Duvermy
2025	J	`jnl`	Vascular segmentation of functional ultrasound images using deep learning. Comput. Biol. Medicine Hana Sebia, Thomas Guyet, Mickaël Pereira, Marcos A. Valdebenito, Hugues Berry, Benjamin Vidal
2024	—	`conf`	Catégorisation de séquences temporelles ? Application à l'analyse de parcours de soins. EGC Enoal Gesny, Pierre Pinson, Thomas Guyet
2024	J	`jnl`	Clustering of timed sequences - Application to the analysis of care pathways. CoRR Thomas Guyet, Pierre Pinson, Enoal Gesny
2024	J	`jnl`	SWoTTeD: an extension of tensor decomposition to temporal phenotyping. Mach. Learn. Hana Sebia, Thomas Guyet, Etienne Audureau
2024	J	`jnl`	Sky-signatures: detecting and characterizing recurrent behavior in sequential data. Data Min. Knowl. Discov. Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
2024	J	`jnl`	Vascular Segmentation of Functional Ultrasound Images using Deep Learning. CoRR Hana Sebia, Thomas Guyet, Mickaël Pereira, Marcos A. Valdebenito, Hugues Berry, Benjamin Vidal
2023	J	`jnl`	A survey on the semantics of sequential patterns with negation. CoRR Thomas Guyet
2023	J	`jnl`	Admissible generalisation of temporal sequences as chronicles. J. Appl. Non Class. Logics Thomas Guyet
2023	—	`ed.`	Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers AALTD@ECML/PKDD Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer, Vincent Lemaire
2023	—	`ed.`	Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers AALTD@ECML/PKDD Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer, Simon Malinowski, Thomas Guyet, Vincent Lemaire
2023	—	`conf`	Analyse d'une enquête sur la sémantique des motifs séquentiels avec négation. CNIA Thomas Guyet
2023	—	`book`	Chronicles: Formalization of a Temporal Model Thomas Guyet, Philippe Besnard
2023	—	`conf`	Generating Robust Counterfactual Explanations. ECML/PKDD (3) Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2023	J	`jnl`	Generating robust counterfactual explanations. CoRR Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2023	—	`conf`	Human Activity Segmentation Challenge @ ECML/PKDD'23. AALTD@ECML/PKDD Arik Ermshaus, Patrick Schäfer, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski
2023	—	`conf`	Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2023	—	`conf`	Interface d'interrogation graphique de parcours de soins à base de chroniques. EGC Pegdwendé N. Sawadogo, Thomas Guyet, Etienne Audureau
2023	J	`jnl`	SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping. CoRR Hana Sebia, Thomas Guyet, Etienne Audureau
2023	—	`conf`	Une extension de la décomposition tensorielle au phénotypage temporel. EGC Hana Sebia, Thomas Guyet, Etienne Audureau
2023	—	`conf`	Visualiser des explications contrefactuelles pour des données tabulaires. EGC Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2022	—	`conf`	Désagrégation temporelle du cumul annuel de croissance de l'herbe. EGC Laurent Spillemaecker, Thomas Guyet, Simon Malinowski, Anne-Isabelle Graux
2022	—	`conf`	Experimental Study of Time Series Forecasting Methods for Groundwater Level Prediction. AALTD@ECML/PKDD Michael Franklin Mbouopda, Thomas Guyet, Nicolas Labroche, Abel Henriot
2022	J	`jnl`	Experimental study of time series forecasting methods for groundwater level prediction. CoRR Michael Franklin Mbouopda, Thomas Guyet, Nicolas Labroche, Abel Henriot
2022	—	`conf`	Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé. EGC Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
2022	—	`conf`	Imbalanced classification with tpg genetic programming: impact of problem imbalance and selection mechanisms. GECCO Companion Nicolas Sourbier, Justine Bonnot, Frédéric Majorczyk, Olivier Gesny, Thomas Guyet, Maxime Pelcat
2022	J	`jnl`	Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrence. CoRR Thomas Guyet, Wenbin Zhang, Albert Bifet
2022	—	`conf`	Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences. ICCS (1) Thomas Guyet, Wenbin Zhang, Albert Bifet
2022	C	`conf`	Logical Forms of Chronicles. TIME Thomas Guyet, Nicolas Markey
2022	J	`jnl`	Monitoring of grassland productivity using Sentinel-2 remote sensing data. Int. J. Appl. Earth Obs. Geoinformation Pauline Dusseux, Thomas Guyet, Pierre Pattier, Valentin Barbier, Hervé Nicolas
2022	—	`conf`	Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride. EGC Lola Beuchée, Thomas Guyet, Simon Malinowski
2022	J	`jnl`	SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs. J. Signal Process. Syst. Nicolas Sourbier, Karol Desnos, Thomas Guyet, Frédéric Majorczyk, Olivier Gesny, Maxime Pelcat
2022	—	`conf`	Temporal Disaggregation of the Cumulative Grass Growth. ICPRAI (2) Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux
2022	J	`jnl`	Temporal Disaggregation of the Cumulative Grass Growth. CoRR Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux
2022	—	`conf`	VCNet: A Self-explaining Model for Realistic Counterfactual Generation. ECML/PKDD (1) Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2022	J	`jnl`	VCNet: A self-explaining model for realistic counterfactual generation. CoRR Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2021	—	`ed.`	Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers AALTD@ECML/PKDD Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim
2021	—	`conf`	An Extension of Chronicles Temporal Model with Taxonomies: Application to Epidemiological Studies. HEALTHINF Johanne Bakalara, Thomas Guyet, Olivier Dameron, André Happe, Emmanuel Oger
2021	J	`jnl`	Edito. Rev. Ouverte Intell. Artif. Frédérick Garçia, Thomas Guyet, Catherine Roussey
2021	J	`jnl`	Editorial. Rev. Ouverte Intell. Artif. Frédérick Garçia, Thomas Guyet, Catherine Roussey
2021	—	`conf`	Génération d'un SNDS synthétique à partir de données ouvertes. EGC Thomas Guyet
2021	J	`jnl`	Introduction ROIA Agriculture Numérique. Rev. Ouverte Intell. Artif. Frédérick Garçia, Thomas Guyet, Catherine Roussey
2021	—	`conf`	Post-hoc Counterfactual Generation with Supervised Autoencoder. PKDD/ECML Workshops (1) Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
2021	—	`conf`	Temporal Phenotyping for Characterisation of Hospital Care Pathways of COVID19 Patients. AALTD@ECML/PKDD Mathieu Chambard, Thomas Guyet, Yên-Lan NGuyen, Etienne Audureau
2020	—	`ed.`	Advanced Analytics and Learning on Temporal Data - 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers AALTD@PKDD/ECML Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard
2020	—	`ed.`	Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers AALTD@PKDD/ECML Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim
2020	—	`book`	Enhancing sequential pattern mining with time and reasoning. Thomas Guyet
2020	—	`conf`	Generalized Chronicles for Temporal Sequence Classification. AALTD@PKDD/ECML Yann Dauxais, Thomas Guyet
2020	J	`jnl`	NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. Data Min. Knowl. Discov. Thomas Guyet, René Quiniou
2020	A	`conf`	Semantics of Negative Sequential Patterns. ECAI Philippe Besnard, Thomas Guyet
2020	J	`jnl`	Semantics of negative sequential patterns. CoRR Thomas Guyet, Philippe Besnard
2020	—	`conf`	Énumération des occurrences d'une chronique. EGC Thomas Guyet, Philippe Besnard, Ahmed Samet, Nasreddine Ben Salha, Nicolas Lachiche
2019	B	`conf`	Admissible Generalizations of Examples as Rules. ICTAI Philippe Besnard, Thomas Guyet, Véronique Masson
2019	—	`conf`	Toward a Framework for Seasonal Time Series Forecasting Using Clustering. IDEAL (1) Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier
2018	J	`jnl`	Day-ahead time series forecasting: application to capacity planning. CoRR Colin Leverger, Vincent Lemaire, Simon Malinowski, Thomas Guyet, Laurence Rozé
2018	—	`conf`	Discriminant Chronicle Mining. EGC (best of volume) Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe
2018	—	`conf`	Fouille de motifs temporels négatifs. EGC Katerina Tsesmeli, Manel Boumghar, Thomas Guyet, Rene Quiniou, Laurent Pierre
2018	J	`jnl`	NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. CoRR Thomas Guyet, René Quiniou
2018	—	`conf`	PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire. EGC Colin Leverger, Régis Marguerie, Vincent Lemaire, Thomas Guyet, Simon Malinowski
2017	B	`conf`	Declarative Sequential Pattern Mining of Care Pathways. AIME Thomas Guyet, André Happe, Yann Dauxais
2017	J	`jnl`	Declarative Sequential Pattern Mining of Care Pathways. CoRR Thomas Guyet, André Happe, Yann Dauxais
2017	B	`conf`	Discriminant Chronicles Mining - Application to Care Pathways Analytics. AIME Yann Dauxais, Thomas Guyet, David Gross-Amblard, André Happe
2017	J	`jnl`	Discriminant chronicles mining: Application to care pathways analytics. CoRR Yann Dauxais, Thomas Guyet, David Gross-Amblard, André Happe
2017	J	`jnl`	Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. CoRR Thomas Guyet, Yves Moinard, René Quiniou, Torsten Schaub
2017	C	`conf`	Expert Opinion Extraction from a Biomedical Database. ECSQARU Ahmed Samet, Thomas Guyet, Benjamin Négrevergne, Tien-Tuan Dao, Tuan Nha Hoang, Marie Christine Ho Ba Tho
2017	J	`jnl`	Expert Opinion Extraction from a Biomedical Database. CoRR Ahmed Samet, Thomas Guyet, Benjamin Négrevergne, Tien-Tuan Dao, Tuan Nha Hoang, Marie Christine Ho Ba Tho
2017	—	`conf`	Extraction de chroniques discriminantes. EGC Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe
2017	—	`conf`	Mining Rare Sequential Patterns with ASP. ILP (Late Breaking Papers) Ahmed Samet, Thomas Guyet, Benjamin Négrevergne
2017	J	`jnl`	Mining relevant interval rules. CoRR Thomas Guyet, René Quiniou, Véronique Masson
2017	—	`conf`	Purchase Signatures of Retail Customers. PAKDD (1) Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier
2016	J	`jnl`	Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. CoRR Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Laetitia Chapel
2016	—	`conf`	Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. EGC (best of volume) Thomas Guyet, Yves Moinard, René Quiniou, Torsten Schaub
2016	—	`conf`	Fouille de motifs séquentiels avec ASP. EGC Thomas Guyet, Yves Moinard, Rene Quiniou, Torsten Schaub
2016	A*	`conf`	Knowledge-Based Sequence Mining with ASP. IJCAI Martin Gebser, Thomas Guyet, René Quiniou, Javier Romero, Torsten Schaub
2016	J	`jnl`	Long term analysis of time series of satellite images. Pattern Recognit. Lett. Thomas Guyet, Hervé Nicolas
2016	A*	`conf`	Packing Graphs with ASP for Landscape Simulation. IJCAI Thomas Guyet, Yves Moinard, Jacques Nicolas, René Quiniou
2016	B	`conf`	Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context. EDBT Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
2015	—	`conf`	Bag-of-Temporal-SIFT-Words for Time Series Classification. AALTD@PKDD/ECML Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Lætitia Chapel
2015	—	`conf`	Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. AALTD@PKDD/ECML (Revised Selected Papers) Adeline Bailly, Simon Malinowski, Romain Tavenard, Laetitia Chapel, Thomas Guyet
2015	—	`conf`	Extracting characteristics of satellite image time series with decision trees. MultiTemp Thomas Guyet
2015	J	`jnl`	Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétection. Rev. Int. Géomatique Thomas Guyet, Simon Malinowski, Mohand Cherif Benyounès
2015	—	`conf`	Landscape features that prevent or foster urban sprawl. MultiTemp Thomas Guyet
2015	J	`jnl`	Programmation par ensembles réponses pour simuler l'assolement d'un paysage. Rev. d'Intelligence Artif. Thomas Guyet, Yves Moinard, René Quiniou
2014	—	`conf`	1d-SAX : une nouvelle représentation symbolique pour les séries temporelles. EGC Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard
2014	J	`jnl`	Autonomic intrusion detection: Adaptively detecting anomalies over unlabeled audit data streams in computer networks. Knowl. Based Syst. Wei Wang, Thomas Guyet, René Quiniou, Marie-Odile Cordier, Florent Masseglia, Xiangliang Zhang
2014	—	`conf`	Comparaison des chemins de Hilbert adaptatif et des graphes de voisinage pour la caractérisation d'un parcellaire agricole. EGC Thomas Guyet, Sébastien Da Silva, Claire Lavigne, Florence Le Ber
2014	Misc	`conf`	Evaluating distance measures and times series clustering for temporal patterns retrieval. IRI Sidahmed Benabderrahmane, Rene Quiniou, Thomas Guyet
2014	J	`jnl`	Using Answer Set Programming for pattern mining. CoRR Thomas Guyet, Yves Moinard, René Quiniou
2013	B	`conf`	1d-SAX: A Novel Symbolic Representation for Time Series. IDA Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard
2013	—	`conf`	Construction semi-automatique d'une ontologie de la perception des paysages. IC Julie Bourbeillon, Laëtitia Piel, Ramla El Ayeb, Damien Rousselière, Thomas Guyet
2013	J	`jnl`	Introduction. Rev. d'Intelligence Artif. Thomas Guyet, Florence Le Ber, Maguelonne Teisseire
2012	—	`conf`	Extraction incrémentale de séquences fréquentes dans un flux d'itemsets. EGC Thomas Guyet, Rene Quiniou
2011	A*	`conf`	Extracting Temporal Patterns from Interval-Based Sequences. IJCAI Thomas Guyet, Rene Quiniou
2011	—	`conf`	Extraction de motifs temporels à partir de séquences d'événements avec intervalles temporels. EGC Thomas Guyet, Rene Quiniou
2009	A*	`conf`	A general framework for adaptive and online detection of web attacks. WWW Wei Wang, Florent Masseglia, Thomas Guyet, Rene Quiniou, Marie-Odile Cordier
2009	A	`conf`	Autonomic Intrusion Detection System. RAID Wei Wang, Thomas Guyet, Svein J. Knapskog
2009	—	`conf`	Diagnostic multi-sources adaptatif. Application à la détection d'intrusion dans des serveurs Web. EGC Thomas Guyet, Wei Wang, Rene Quiniou, Marie-Odile Cordier
2009	—	`conf`	Online and adaptive anomaly Detection: detecting intrusions in unlabelled audit data streams. EGC Wei Wang, Thomas Guyet, Rene Quiniou, Marie-Odile Cordier, Florent Masseglia
2009	J	`jnl`	Self-adaptive web intrusion detection system CoRR Thomas Guyet, Rene Quiniou, Wei Wang, Marie-Odile Cordier
2008	—	`conf`	Mining Temporal Patterns with Quantitative Intervals. ICDM Workshops Thomas Guyet, Rene Quiniou
2007	B	`conf`	A Human-Machine Cooperative Approach for Time Series Data Interpretation. AIME Thomas Guyet, Catherine Garbay, Michel Dojat
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	J	`jnl`	Knowledge construction from time series data using a collaborative exploration system. J. Biomed. Informatics Thomas Guyet, Catherine Garbay, Michel Dojat
2005	—	`conf`	Apprentissage de scénarios à partir de séries temporelles multivariées. EGC Thomas Guyet, Catherine Garbay, Michel Dojat
2005	B	`conf`	Human/Computer Interaction to Learn Scenarios from ICU Multivariate Time Series. AIME Thomas Guyet, Catherine Garbay, Michel Dojat
2005	—	`conf`	Partenariat utilisateur-SMA pour l'apprentissage à partir de séries temporelles : Application au monitoring en soins intensifs (article court). JFSMA Thomas Guyet, Catherine Garbay, Michel Dojat