Clément Gautrais

16 papers A* 3B 2Journal 3Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Sky-signatures: detecting and characterizing recurrent behavior in sequential data.
Data Min. Knowl. Discov.
Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
2022 — ch.
Human-Machine Collaboration for Democratizing Data Science.
Human-Like Machine Intelligence
Clément Gautrais, Yann Dauxais, Stefano Teso, Samuel Kolb, Gust Verbruggen, Luc De Raedt
2021 A* conf
Democratizing Constraint Satisfaction Problems through Machine Learning.
AAAI
Mohit Kumar, Samuel Kolb, Clément Gautrais, Luc De Raedt
2021 A* conf
Learning CNF Theories Using MDL and Predicate Invention.
IJCAI
Arcchit Jain, Clément Gautrais, Angelika Kimmig, Luc De Raedt
2021 J jnl
Why Are You Weird? Infusing Interpretability in Isolation Forest for Anomaly Detection.
CoRR
Nirmal Sobha Kartha, Clément Gautrais, Vincent Vercruyssen
2020 J jnl
Human-Machine Collaboration for Democratizing Data Science.
CoRR
Clément Gautrais, Yann Dauxais, Stefano Teso, Samuel Kolb, Gust Verbruggen, Luc De Raedt
2020 — conf
VisualSynth: Democratizing Data Science in Spreadsheets.
ECML/PKDD (5)
Clément Gautrais, Yann Dauxais, Samuel Kolb, Arcchit Jain, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt
2020 B conf
Widening for MDL-Based Retail Signature Discovery.
IDA
Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier
2019 — conf
SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract).
PKDD/ECML Workshops (1)
Yann Dauxais, Clément Gautrais, Anton Dries, Arcchit Jain, Samuel Kolb, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt
2018 — conf
Predicting Pass Receiver in Football Using Distance Based Features.
MLSA@PKDD/ECML
Yann Dauxais, Clément Gautrais
2018 — —
Signatures: detecting and characterizing complex recurrent behavior in sequential data. (Détection et caractérisation de comportements complexes récurrents dans des données séquentielles).
Clément Gautrais
2017 — conf
Multi-Plant Photovoltaic Energy Forecasting Challenge: Second Place Solution.
DC@PKDD/ECML
Clément Gautrais, Yann Dauxais, Maël Guillemé
2017 — conf
Purchase Signatures of Retail Customers.
PAKDD (1)
Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier
2017 A* conf
Topic Signatures in Political Campaign Speeches.
EMNLP
Clément Gautrais, Peggy Cellier, René Quiniou, Alexandre Termier
2016 — conf
Detecting Strategic Moves in HearthStone Matches.
MLSA@PKDD/ECML
Boris Doux, Clément Gautrais, Benjamin Négrevergne
2016 B conf
Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context.
EDBT
Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier