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- Thomas Guyet
Inria, Lyon, France
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Publication search results
found 104 matches
- 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): 372-419 (2024) - Hana Sebia, Thomas Guyet, Etienne Audureau:
SWoTTeD: an extension of tensor decomposition to temporal phenotyping. Mach. Learn. 113(9): 5939-5980 (2024) - Enoal Gesny, Pierre Pinson, Thomas Guyet:
Catégorisation de séquences temporelles ? Application à l'analyse de parcours de soins. EGC 2024: 119-130 - Thomas Guyet, Pierre Pinson, Enoal Gesny:
Clustering of timed sequences - Application to the analysis of care pathways. CoRR abs/2404.15379 (2024) - Hana Sebia, Thomas Guyet, Mickaël Pereira, Marcos A. Valdebenito, Hugues Berry, Benjamin Vidal:
Vascular Segmentation of Functional Ultrasound Images using Deep Learning. CoRR abs/2410.22365 (2024) - 2023
- Thomas Guyet, Philippe Besnard:
Chronicles: Formalization of a Temporal Model. Springer Briefs in Computer Science, Springer 2023, ISBN 978-3-031-33692-8, pp. 1-90 - Thomas Guyet:
Admissible generalisation of temporal sequences as chronicles. J. Appl. Non Class. Logics 33(3-4): 641-653 (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: 3-13 - Thomas Guyet:
Analyse d'une enquête sur la sémantique des motifs séquentiels avec négation. CNIA 2023: 62-71 - Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Visualiser des explications contrefactuelles pour des données tabulaires. EGC 2023: 557-564 - Pegdwendé N. Sawadogo, Thomas Guyet, Etienne Audureau:
Interface d'interrogation graphique de parcours de soins à base de chroniques. EGC 2023: 565-572 - Hana Sebia, Thomas Guyet, Etienne Audureau:
Une extension de la décomposition tensorielle au phénotypage temporel. EGC 2023: 43-54 - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating Robust Counterfactual Explanations. ECML/PKDD (3) 2023: 394-409 - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) 2023: 330-334 - Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer, Vincent Lemaire:
Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13812, Springer 2023, ISBN 978-3-031-24377-6 [contents] - Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer, Simon Malinowski, Thomas Guyet, Vincent Lemaire:
Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers. Lecture Notes in Computer Science 14343, Springer 2023, ISBN 978-3-031-49895-4 [contents] - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating robust counterfactual explanations. CoRR abs/2304.12943 (2023) - Thomas Guyet:
A survey on the semantics of sequential patterns with negation. CoRR abs/2309.11638 (2023) - Hana Sebia, Thomas Guyet, Etienne Audureau:
SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping. CoRR abs/2310.01201 (2023) - 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: 102843 (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): 753-770 (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: 34-49 - Lola Beuchée, Thomas Guyet, Simon Malinowski:
Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride. EGC 2022: 15-26 - Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet:
Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé. EGC 2022: 111-122 - Laurent Spillemaecker, Thomas Guyet, Simon Malinowski, Anne-Isabelle Graux:
Désagrégation temporelle du cumul annuel de croissance de l'herbe. EGC 2022: 27-38 - 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: 608-611 - Thomas Guyet, Wenbin Zhang, Albert Bifet:
Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences. ICCS (1) 2022: 460-472 - Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux:
Temporal Disaggregation of the Cumulative Grass Growth. ICPRAI (2) 2022: 383-394 - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
VCNet: A Self-explaining Model for Realistic Counterfactual Generation. ECML/PKDD (1) 2022: 437-453 - Thomas Guyet, Nicolas Markey:
Logical Forms of Chronicles. TIME 2022: 7:1-7:15
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