Clément Gautrais

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Venues

University of Rennes 1, France (PHD)

Education History

University of Rennes 1, France

PHD

Publications

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) (2024)
Nirmal Sobha Kartha, Clément Gautrais, Vincent Vercruyssen
Why Are You Weird? Infusing Interpretability in Isolation Forest for Anomaly Detection. CoRR (2021)
Mohit Kumar, Samuel Kolb, Clément Gautrais, Luc De Raedt
Democratizing Constraint Satisfaction Problems through Machine Learning. AAAI (2021)
Arcchit Jain, Clément Gautrais, Angelika Kimmig, Luc De Raedt
Learning CNF Theories Using MDL and Predicate Invention. IJCAI (2021)
Clément Gautrais, Yann Dauxais, Samuel Kolb, Arcchit Jain, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt
VisualSynth: Democratizing Data Science in Spreadsheets. ECML/PKDD (5) (2020)
Clément Gautrais, Yann Dauxais, Stefano Teso, Samuel Kolb, Gust Verbruggen, Luc De Raedt
Human-Machine Collaboration for Democratizing Data Science. CoRR (2020)
Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier
Widening for MDL-Based Retail Signature Discovery. IDA (2020)
Yann Dauxais, Clément Gautrais, Anton Dries, Arcchit Jain, Samuel Kolb, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt
SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract). PKDD/ECML Workshops (1) (2019)
Yann Dauxais, Clément Gautrais
Predicting Pass Receiver in Football Using Distance Based Features. MLSA@PKDD/ECML (2018)
Clément Gautrais, Yann Dauxais, Maël Guillemé
Multi-Plant Photovoltaic Energy Forecasting Challenge: Second Place Solution. DC@PKDD/ECML (2017)
Clément Gautrais, Peggy Cellier, René Quiniou, Alexandre Termier
Topic Signatures in Political Campaign Speeches. EMNLP (2017)
Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier
Purchase Signatures of Retail Customers. PAKDD (1) (2017)
Boris Doux, Clément Gautrais, Benjamin Négrevergne
Detecting Strategic Moves in HearthStone Matches. MLSA@PKDD/ECML (2016)
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)

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Publication Activity (10 Years)

Top Topics

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Clément Gautrais