Discriminant Chronicles Mining - Application to Care Pathways Analytics. - Yann Dauxais; Thomas Guyet; David Gross-Amblard; André Happe (AIME, 2017)

Declarative Sequential Pattern Mining of Care Pathways. - Thomas Guyet; André Happe; Yann Dauxais (AIME, 2017)

Extraction de chroniques discriminantes. - Yann Dauxais; David Gross-Amblard; Thomas Guyet; André Happe (EGC, 2017)

Multi-Plant Photovoltaic Energy Forecasting Challenge: Second Place Solution. - Clément Gautrais; Yann Dauxais; Maël Guillemé (DC@PKDD/ECML, 2017)

Discriminant Chronicle Mining. - Yann Dauxais; David Gross-Amblard; Thomas Guyet; André Happe (EGC (best of volume), 2018)

Predicting Pass Receiver in Football Using Distance Based Features. - Yann Dauxais; Clément Gautrais (MLSA@PKDD/ECML, 2018)

Discriminant chronicle mining. (Exctraction de chroniques discriminantes). - Yann Dauxais (2018)

SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract). - Yann Dauxais; Clément Gautrais; Anton Dries; Arcchit Jain; Samuel Kolb; Mohit Kumar 003; Stefano Teso; Elia Van Wolputte; Gust Verbruggen; Luc De Raedt (PKDD/ECML Workshops (1), 2019)

Extraction of Classification Rules from Sequences of Crystal Growth Data. - Radek Busa; Yann Dauxais; Stefan Ecklebe; Natasha Dropka; Martin Holena (ITAT, 2020)

Generalized Chronicles for Temporal Sequence Classification. - Yann Dauxais; Thomas Guyet (AALTD@PKDD/ECML, 2020)

VisualSynth: Democratizing Data Science in Spreadsheets. - Clément Gautrais; Yann Dauxais; Samuel Kolb; Arcchit Jain; Mohit Kumar 003; Stefano Teso; Elia Van Wolputte; Gust Verbruggen; Luc De Raedt (ECML/PKDD (5), 2020)

Human-Machine Collaboration for Democratizing Data Science. - Clément Gautrais; Yann Dauxais; Stefano Teso; Samuel Kolb; Gust Verbruggen; Luc De Raedt (CoRR, 2020)

Human-Machine Collaboration for Democratizing Data Science. - Clément Gautrais; Yann Dauxais; Stefano Teso; Samuel Kolb; Gust Verbruggen; Luc De Raedt (Human-Like Machine Intelligence, 2022)

Towards Automation of Topic Taxonomy Construction. - Yann Dauxais; Urchade Zaratiana; Matthieu Laneuville; Simon David Hernandez; Pierre Holat; Charlie Grosman (IDA, 2022)

EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction. - Urchade Zaratiana; Nadi Tomeh; Yann Dauxais; Pierre Holat; Thierry Charnois (CoRR, 2024)