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Yann Dauxais
Yann Dauxais
KU Leuven
Verified email at fi-group.com - Homepage
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Cited by
Year
COVID-19 in people with multiple sclerosis: a global data sharing initiative
LM Peeters, T Parciak, C Walton, L Geys, Y Moreau, E De Brouwer, ...
Multiple Sclerosis Journal 26 (10), 1157-1162, 2020
632020
Discriminant chronicles mining: Application to care pathways analytics
Y Dauxais, T Guyet, D Gross-Amblard, A Happe
Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017
342017
Declarative sequential pattern mining of care pathways
T Guyet, A Happe, Y Dauxais
Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017
82017
Human-machine collaboration for democratizing data science
C Gautrais, Y Dauxais, S Teso, S Kolb, G Verbruggen, L De Raedt
arXiv preprint arXiv:2004.11113, 2020
72020
Discriminant chronicle mining
Y Dauxais, D Gross-Amblard, T Guyet, A Happe
Advances in Knowledge Discovery and Management: Volume 8, 89-118, 2019
72019
Generalized chronicles for temporal sequence classification
Y Dauxais, T Guyet
Advanced Analytics and Learning on Temporal Data: 5th ECML PKDD Workshop …, 2020
42020
Predicting pass receiver in football using distance based features
Y Dauxais, C Gautrais
Machine Learning and Data Mining for Sports Analytics: 5th International …, 2019
32019
Extraction de chroniques discriminantes
Y Dauxais, D Gross-Amblard, T Guyet, A Happe
Extraction et Gestion des Connaissances (EGC), 2017
22017
SynthLog: A Language for Synthesising Inductive Data Models
Y Dauxais, C Gautrais, A Dries, A Jain, S Kolb, M Kumar, S Teso, ...
Machine Learning and Knowledge Discovery in Databases: International …, 2020
12020
Chronicles mining in a database of drugs exposures
Y Dauxais, D Gross-Amblard, T Guyet, A Happe
Doctoral Consortium, 85, 2015
12015
for Democratizing Data Science
C Gautrais, Y Dauxais, S Teso, S Kolb, G Verbruggen, L De Raedt
Human-Like Machine Intelligence, 379, 2021
2021
VisualSynth: Democratizing Data Science in Spreadsheets
C Gautrais, Y Dauxais, S Kolb, A Jain, M Kumar, S Teso, E Van Wolputte, ...
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
2021
Extraction of Classification Rules from Sequences of Crystal Growth Data
R Buša, Y Dauxais, S Ecklebe, N Dropka, M Holena
2020
Multi-Plant Photovoltaic Energy Forecasting Challenge: Second place solution
C Gautrais, Y Dauxais, M Guilleme
Discovery Challenges co-located with European Conference on Machine Learning …, 2017
2017
PEPS: a platform for supporting studies in pharmaco-epidemiology using medico-administrative databases
F Balusson, MA Botrel, O Dameron, Y Dauxais, E Drezen, A Dupuy, ...
International Congress on e-Health Research, 2016
2016
Mining frequent patterns using CP: a comparative study
V Lemière, Y Dauxais, P Boizumault, A Lallouet
22nd International Conference on Principles and Practice of Constraint …, 2016
2016
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