Thomas Guyet

Thomas Guyet

Agrocampus Ouest

H-index: 15

Europe-France

About Thomas Guyet

Thomas Guyet, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at Agrocampus Ouest, specializes in the field of Data science, data mining, automatic reasoning, health data.

His recent articles reflect a diverse array of research interests and contributions to the field:

SWoTTeD: an extension of tensor decomposition to temporal phenotyping

Sky-signatures: detecting and characterizing recurrent behavior in sequential data

IA et données de santé: regards croisés sur les droits, devoirs et responsabilités des personnes publiques

Probabilistic forecasting of seasonal time series

Structuring the Space of Chronicles

Human Activity Segmentation Challenge@ ECML/PKDD’23

Advanced Analytics and Learning on Temporal Data: 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18–22, 2023, Revised Selected Papers

Advanced Analytics and Learning on Temporal Data

Thomas Guyet Information

University

Position

/IRISA

Citations(all)

981

Citations(since 2020)

549

Cited By

641

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

19

i10Index(since 2020)

15

Email

University Profile Page

Agrocampus Ouest

Google Scholar

View Google Scholar Profile

Thomas Guyet Skills & Research Interests

Data science

data mining

automatic reasoning

health data

Top articles of Thomas Guyet

Title

Journal

Author(s)

Publication Date

SWoTTeD: an extension of tensor decomposition to temporal phenotyping

arXiv preprint arXiv:2310.01201

Hana Sebia

Thomas Guyet

Etienne Audureau

2023/10/2

Sky-signatures: detecting and characterizing recurrent behavior in sequential data

Data Mining and Knowledge Discovery

Clément Gautrais

Peggy Cellier

Thomas Guyet

René Quiniou

Alexandre Termier

2024/3

IA et données de santé: regards croisés sur les droits, devoirs et responsabilités des personnes publiques

Thomas Guyet

Pierre Saurel

Hélène Muscat

Christine Paillard

Tristan Allard

...

2023/1/6

Probabilistic forecasting of seasonal time series

Theory and Applications of Time Series Analysis and Forecasting: Selected Contributions from ITISE 2021

Colin Leverger

Thomas Guyet

Simon Malinowski

Vincent Lemaire

Alexis Bondu

...

2023/4/4

Structuring the Space of Chronicles

Thomas Guyet

Philippe Besnard

2023/5/2

Human Activity Segmentation Challenge@ ECML/PKDD’23

Arik Ermshaus

Patrick Schäfer

Anthony Bagnall

Thomas Guyet

Georgiana Ifrim

...

2023/9/18

Advanced Analytics and Learning on Temporal Data: 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18–22, 2023, Revised Selected Papers

Georgiana Ifrim

Romain Tavenard

Anthony Bagnall

Patrick Schaefer

Simon Malinowski

...

2024/1

Advanced Analytics and Learning on Temporal Data

Georgiana Ifrim

Romain Tavenard

Anthony Bagnall

Patrick Schaefer

Simon Malinowski

...

2023

Advanced Analytics and Learning on Temporal Data: 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19–23, 2022, Revised Selected Papers

Thomas Guyet

Georgiana Ifrim

Simon Malinowski

Anthony Bagnall

Patrick Shafer

...

2023/3/20

A Formal Account of Chronicles

Thomas Guyet

Philippe Besnard

2023/5/2

Declarative Sequential Pattern Mining in ASP

Thomas Guyet

2023/11/13

Interactive Visualization of Counterfactual Explanations for Tabular Data

Victor Guyomard

Françoise Fessant

Thomas Guyet

Tassadit Bouadi

Alexandre Termier

2023/9/17

Interface d'interrogation graphique de parcours de soins à base de chroniques

Pegdwendé N Sawadogo

Thomas Guyet

Etienne Audureau

2023/1/17

Inducing Chronicles from Event Sequences

Thomas Guyet

Philippe Besnard

2023/5/2

Conférence Nationale d'Intelligence Artificielle

Emmanuel Adam

Thomas Guyet

Benoit Le Blanc

Dominique Longin

Zied Bouraoui

...

2023/10/4

Generating robust counterfactual explanations

Victor Guyomard

Françoise Fessant

Thomas Guyet

Tassadit Bouadi

Alexandre Termier

2023/9/17

Visualiser des explications contrefactuelles pour des données tabulaires

Victor Guyomard

François Wallyn

Françoise Fessant

Thomas Guyet

Tassadit Bouadi

...

2023/1/17

Occurrences of a Chronicle

Thomas Guyet

Philippe Besnard

2023/5/2

Admissible generalisation of temporal sequences as chronicles

Journal of Applied Non-Classical Logics

Thomas Guyet

2023/10/2

Chronicles: Formalization of a temporal model

Thomas Guyet

Philippe Besnard

2023/7/25

See List of Professors in Thomas Guyet University(Agrocampus Ouest)