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Thomas Guyet
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- affiliation: Inria, Lyon, France
- affiliation (former): IRISA, Rennes, France
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2020 – today
- 2024
- [j15]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) - [j14]Hana Sebia, Thomas Guyet, Etienne Audureau:
SWoTTeD: an extension of tensor decomposition to temporal phenotyping. Mach. Learn. 113(9): 5939-5980 (2024) - [i19]Thomas Guyet, Pierre Pinson, Enoal Gesny:
Clustering of timed sequences - Application to the analysis of care pathways. CoRR abs/2404.15379 (2024) - 2023
- [b3]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 - [j13]Thomas Guyet:
Admissible generalisation of temporal sequences as chronicles. J. Appl. Non Class. Logics 33(3-4): 641-653 (2023) - [c60]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 - [c59]Thomas Guyet:
Analyse d'une enquête sur la sémantique des motifs séquentiels avec négation. CNIA 2023: 62-71 - [c58]Hana Sebia, Thomas Guyet, Etienne Audureau:
Une extension de la décomposition tensorielle au phénotypage temporel. EGC 2023: 43-54 - [c57]Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Visualiser des explications contrefactuelles pour des données tabulaires. EGC 2023: 557-564 - [c56]Pegdwendé N. Sawadogo, Thomas Guyet, Etienne Audureau:
Interface d'interrogation graphique de parcours de soins à base de chroniques. EGC 2023: 565-572 - [c55]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) 2023: 330-334 - [c54]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating Robust Counterfactual Explanations. ECML/PKDD (3) 2023: 394-409 - [e5]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] - [e4]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] - [i18]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating robust counterfactual explanations. CoRR abs/2304.12943 (2023) - [i17]Thomas Guyet:
A survey on the semantics of sequential patterns with negation. CoRR abs/2309.11638 (2023) - [i16]Hana Sebia, Thomas Guyet, Etienne Audureau:
SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping. CoRR abs/2310.01201 (2023) - 2022
- [j12]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) - [j11]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) - [c53]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 - [c52]Lola Beuchée, Thomas Guyet, Simon Malinowski:
Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride. EGC 2022: 15-26 - [c51]Laurent Spillemaecker, Thomas Guyet, Simon Malinowski, Anne-Isabelle Graux:
Désagrégation temporelle du cumul annuel de croissance de l'herbe. EGC 2022: 27-38 - [c50]Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet:
Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé. EGC 2022: 111-122 - [c49]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 - [c48]Thomas Guyet, Wenbin Zhang, Albert Bifet:
Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences. ICCS (1) 2022: 460-472 - [c47]Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux:
Temporal Disaggregation of the Cumulative Grass Growth. ICPRAI (2) 2022: 383-394 - [c46]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 - [c45]Thomas Guyet, Nicolas Markey:
Logical Forms of Chronicles. TIME 2022: 7:1-7:15 - [i15]Thomas Guyet, Wenbin Zhang, Albert Bifet:
Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrence. CoRR abs/2201.11650 (2022) - [i14]Michael Franklin Mbouopda, Thomas Guyet, Nicolas Labroche, Abel Henriot:
Experimental study of time series forecasting methods for groundwater level prediction. CoRR abs/2209.13927 (2022) - [i13]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
VCNet: A self-explaining model for realistic counterfactual generation. CoRR abs/2212.10847 (2022) - [i12]Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux:
Temporal Disaggregation of the Cumulative Grass Growth. CoRR abs/2212.10865 (2022) - 2021
- [j10]Frédérick Garçia, Thomas Guyet, Catherine Roussey:
Introduction ROIA Agriculture Numérique. Rev. Ouverte Intell. Artif. 2(1): 1 (2021) - [j9]Frédérick Garçia, Thomas Guyet, Catherine Roussey:
Edito. Rev. Ouverte Intell. Artif. 2(1): 3-6 (2021) - [j8]Frédérick Garçia, Thomas Guyet, Catherine Roussey:
Editorial. Rev. Ouverte Intell. Artif. 2(1): 7-9 (2021) - [c44]Mathieu Chambard, Thomas Guyet, Yên-Lan NGuyen, Etienne Audureau:
Temporal Phenotyping for Characterisation of Hospital Care Pathways of COVID19 Patients. AALTD@ECML/PKDD 2021: 55-70 - [c43]Johanne Bakalara, Thomas Guyet, Olivier Dameron, André Happe, Emmanuel Oger:
An Extension of Chronicles Temporal Model with Taxonomies: Application to Epidemiological Studies. HEALTHINF 2021: 133-142 - [c42]Thomas Guyet:
Génération d'un SNDS synthétique à partir de données ouvertes. EGC 2021: 493-494 - [c41]Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet:
Post-hoc Counterfactual Generation with Supervised Autoencoder. PKDD/ECML Workshops (1) 2021: 105-114 - [e3]Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim:
Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13114, Springer 2021, ISBN 978-3-030-91444-8 [contents] - 2020
- [b2]Thomas Guyet:
Enhancing sequential pattern mining with time and reasoning. University of Rennes 1, France, 2020 - [j7]Thomas Guyet, René Quiniou:
NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. Data Min. Knowl. Discov. 34(2): 563-609 (2020) - [c40]Philippe Besnard, Thomas Guyet:
Semantics of Negative Sequential Patterns. ECAI 2020: 1009-1015 - [c39]Thomas Guyet, Philippe Besnard, Ahmed Samet, Nasreddine Ben Salha, Nicolas Lachiche:
Énumération des occurrences d'une chronique. EGC 2020: 253-260 - [c38]Yann Dauxais, Thomas Guyet:
Generalized Chronicles for Temporal Sequence Classification. AALTD@PKDD/ECML 2020: 30-45 - [e2]Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard:
Advanced Analytics and Learning on Temporal Data - 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11986, Springer 2020, ISBN 978-3-030-39097-6 [contents] - [e1]Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim:
Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12588, Springer 2020, ISBN 978-3-030-65741-3 [contents] - [i11]Thomas Guyet, Philippe Besnard:
Semantics of negative sequential patterns. CoRR abs/2002.06920 (2020)
2010 – 2019
- 2019
- [c37]Philippe Besnard, Thomas Guyet, Véronique Masson:
Admissible Generalizations of Examples as Rules. ICTAI 2019: 1488-1493 - [c36]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: 328-340 - 2018
- [c35]Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe:
Discriminant Chronicle Mining. EGC (best of volume) 2018: 89-118 - [c34]Katerina Tsesmeli, Manel Boumghar, Thomas Guyet, Rene Quiniou, Laurent Pierre:
Fouille de motifs temporels négatifs. EGC 2018: 263-268 - [c33]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: 455-458 - [i10]Thomas Guyet, René Quiniou:
NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. CoRR abs/1804.01256 (2018) - [i9]Colin Leverger, Vincent Lemaire, Simon Malinowski, Thomas Guyet, Laurence Rozé:
Day-ahead time series forecasting: application to capacity planning. CoRR abs/1811.02215 (2018) - 2017
- [c32]Yann Dauxais, Thomas Guyet, David Gross-Amblard, André Happe:
Discriminant Chronicles Mining - Application to Care Pathways Analytics. AIME 2017: 234-244 - [c31]Thomas Guyet, André Happe, Yann Dauxais:
Declarative Sequential Pattern Mining of Care Pathways. AIME 2017: 261-266 - [c30]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: 135-145 - [c29]Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe:
Extraction de chroniques discriminantes. EGC 2017: 165-176 - [c28]Ahmed Samet, Thomas Guyet, Benjamin Négrevergne:
Mining Rare Sequential Patterns with ASP. ILP (Late Breaking Papers) 2017: 51-60 - [c27]Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier:
Purchase Signatures of Retail Customers. PAKDD (1) 2017: 110-121 - [i8]Thomas Guyet, André Happe, Yann Dauxais:
Declarative Sequential Pattern Mining of Care Pathways. CoRR abs/1707.08342 (2017) - [i7]Thomas Guyet, René Quiniou, Véronique Masson:
Mining relevant interval rules. CoRR abs/1709.03267 (2017) - [i6]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 abs/1709.03270 (2017) - [i5]Yann Dauxais, Thomas Guyet, David Gross-Amblard, André Happe:
Discriminant chronicles mining: Application to care pathways analytics. CoRR abs/1709.03309 (2017) - [i4]Thomas Guyet, Yves Moinard, René Quiniou, Torsten Schaub:
Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. CoRR abs/1711.05090 (2017) - 2016
- [j6]Thomas Guyet, Hervé Nicolas:
Long term analysis of time series of satellite images. Pattern Recognit. Lett. 70: 17-23 (2016) - [c26]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: 686-687 - [c25]Thomas Guyet, Yves Moinard, Rene Quiniou, Torsten Schaub:
Fouille de motifs séquentiels avec ASP. EGC 2016: 39-50 - [c24]Thomas Guyet, Yves Moinard, René Quiniou, Torsten Schaub:
Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks. EGC (best of volume) 2016: 41-81 - [c23]Thomas Guyet, Yves Moinard, Jacques Nicolas, René Quiniou:
Packing Graphs with ASP for Landscape Simulation. IJCAI 2016: 575-581 - [c22]Martin Gebser, Thomas Guyet, René Quiniou, Javier Romero, Torsten Schaub:
Knowledge-Based Sequence Mining with ASP. IJCAI 2016: 1497-1504 - [i3]Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Laetitia Chapel:
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. CoRR abs/1601.01799 (2016) - 2015
- [j5]Thomas Guyet, Yves Moinard, René Quiniou:
Programmation par ensembles réponses pour simuler l'assolement d'un paysage. Rev. d'Intelligence Artif. 29(3-4): 293-320 (2015) - [j4]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): 473-494 (2015) - [c21]Thomas Guyet:
Extracting characteristics of satellite image time series with decision trees. MultiTemp 2015: 1-4 - [c20]Thomas Guyet:
Landscape features that prevent or foster urban sprawl. MultiTemp 2015: 1-4 - [c19]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: 17-30 - [c18]Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Lætitia Chapel:
Bag-of-Temporal-SIFT-Words for Time Series Classification. AALTD@PKDD/ECML 2015 - 2014
- [j3]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: 103-117 (2014) - [c17]Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard:
1d-SAX : une nouvelle représentation symbolique pour les séries temporelles. EGC 2014: 203-208 - [c16]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: 541-544 - [c15]Sidahmed Benabderrahmane, Rene Quiniou, Thomas Guyet:
Evaluating distance measures and times series clustering for temporal patterns retrieval. IRI 2014: 434-441 - [i2]Thomas Guyet, Yves Moinard, René Quiniou:
Using Answer Set Programming for pattern mining. CoRR abs/1409.7777 (2014) - 2013
- [j2]Thomas Guyet, Florence Le Ber, Maguelonne Teisseire:
Introduction. Rev. d'Intelligence Artif. 27(4-5): 403-407 (2013) - [c14]Julie Bourbeillon, Laëtitia Piel, Ramla El Ayeb, Damien Rousselière, Thomas Guyet:
Construction semi-automatique d'une ontologie de la perception des paysages. IC 2013: 139-148 - [c13]Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard:
1d-SAX: A Novel Symbolic Representation for Time Series. IDA 2013: 273-284 - 2012
- [c12]Thomas Guyet, Rene Quiniou:
Extraction incrémentale de séquences fréquentes dans un flux d'itemsets. EGC 2012: 569-570 - 2011
- [c11]Thomas Guyet, Rene Quiniou:
Extraction de motifs temporels à partir de séquences d'événements avec intervalles temporels. EGC 2011: 23-34 - [c10]Thomas Guyet, Rene Quiniou:
Extracting Temporal Patterns from Interval-Based Sequences. IJCAI 2011: 1306-1311
2000 – 2009
- 2009
- [c9]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: 325-336 - [c8]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: 457-458 - [c7]Wei Wang, Thomas Guyet, Svein J. Knapskog:
Autonomic Intrusion Detection System. RAID 2009: 359-361 - [c6]Wei Wang, Florent Masseglia, Thomas Guyet, Rene Quiniou, Marie-Odile Cordier:
A general framework for adaptive and online detection of web attacks. WWW 2009: 1141-1142 - [i1]Thomas Guyet, Rene Quiniou, Wei Wang, Marie-Odile Cordier:
Self-adaptive web intrusion detection system. CoRR abs/0907.3819 (2009) - 2008
- [c5]Thomas Guyet, Rene Quiniou:
Mining Temporal Patterns with Quantitative Intervals. ICDM Workshops 2008: 218-227 - 2007
- [b1]Thomas Guyet:
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). Grenoble Institute of Technology, France, 2007 - [j1]Thomas Guyet, Catherine Garbay, Michel Dojat:
Knowledge construction from time series data using a collaborative exploration system. J. Biomed. Informatics 40(6): 672-687 (2007) - [c4]Thomas Guyet, Catherine Garbay, Michel Dojat:
A Human-Machine Cooperative Approach for Time Series Data Interpretation. AIME 2007: 3-12 - 2005
- [c3]Thomas Guyet, Catherine Garbay, Michel Dojat:
Human/Computer Interaction to Learn Scenarios from ICU Multivariate Time Series. AIME 2005: 424-428 - [c2]Thomas Guyet, Catherine Garbay, Michel Dojat:
Apprentissage de scénarios à partir de séries temporelles multivariées. EGC 2005: 133 - [c1]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: 15-18
Coauthor Index
aka: René Quiniou
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