Clément Gautrais

According to our database, Clément Gautrais authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier

Data Min. Knowl. Discov., 2024

2022

Human-Machine Collaboration for Democratizing Data Science.

Clément Gautrais, Yann Dauxais, Stefano Teso, Samuel Kolb, Gust Verbruggen, Luc De Raedt

Proceedings of the Human-Like Machine Intelligence., 2022

2021

Why Are You Weird? Infusing Interpretability in Isolation Forest for Anomaly Detection.

Nirmal Sobha Kartha, Clément Gautrais, Vincent Vercruyssen

CoRR, 2021

Learning CNF Theories Using MDL and Predicate Invention.

Arcchit Jain, Clément Gautrais, Angelika Kimmig, Luc De Raedt

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Democratizing Constraint Satisfaction Problems through Machine Learning.

Mohit Kumar, Samuel Kolb, Clément Gautrais, Luc De Raedt

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Human-Machine Collaboration for Democratizing Data Science.

Clément Gautrais, Yann Dauxais, Stefano Teso, Samuel Kolb, Gust Verbruggen, Luc De Raedt

CoRR, 2020

VisualSynth: Democratizing Data Science in Spreadsheets.

Clément Gautrais, Yann Dauxais, Samuel Kolb, Arcchit Jain, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Widening for MDL-Based Retail Signature Discovery.

Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019

SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract).

Yann Dauxais, Clément Gautrais, Anton Dries, Arcchit Jain, Samuel Kolb, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Signatures: detecting and characterizing complex recurrent behavior in sequential data. (Détection et caractérisation de comportements complexes récurrents dans des données séquentielles).

Clément Gautrais

PhD thesis, 2018

Predicting Pass Receiver in Football Using Distance Based Features.

Yann Dauxais, Clément Gautrais

Proceedings of the 5th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2018), 2018

2017

Multi-Plant Photovoltaic Energy Forecasting Challenge: Second Place Solution.

Clément Gautrais, Yann Dauxais, Maël Guillemé

Proceedings of the ECML/PKDD Discovery Challenges co-located with European Conference on Machine Learning, 2017

Purchase Signatures of Retail Customers.

Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Topic Signatures in Political Campaign Speeches.

Clément Gautrais, Peggy Cellier, René Quiniou, Alexandre Termier

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Detecting Strategic Moves in HearthStone Matches.

Boris Doux, Clément Gautrais, Benjamin Négrevergne

Proceedings of the Workshop on Machine Learning and Data Mining for Sports Analytics 2016 co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2016

Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context.

Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier

Proceedings of the 19th International Conference on Extending Database Technology, 2016