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Books and Theses
- 2018
[b1]Clément Gautrais:
Signatures: detecting and characterizing complex recurrent behavior in sequential data. (Détection et caractérisation de comportements complexes récurrents dans des données séquentielles). University of Rennes 1, France, 2018
Journal Articles
- 2024
- [j1]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): 372-419 (2024)
Conference and Workshop Papers
- 2021
- [c11]Mohit Kumar, Samuel Kolb, Clément Gautrais, Luc De Raedt:
Democratizing Constraint Satisfaction Problems through Machine Learning. AAAI 2021: 16057-16059 - [c10]Arcchit Jain, Clément Gautrais, Angelika Kimmig, Luc De Raedt:
Learning CNF Theories Using MDL and Predicate Invention. IJCAI 2021: 2599-2605 - 2020
- [c9]Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier:
Widening for MDL-Based Retail Signature Discovery. IDA 2020: 197-209 - [c8]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: 550-554 - 2019
- [c7]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: 102-110 - 2018
- [c6]Yann Dauxais, Clément Gautrais:
Predicting Pass Receiver in Football Using Distance Based Features. MLSA@PKDD/ECML 2018: 145-151 - 2017
- [c5]Clément Gautrais, Peggy Cellier, René Quiniou, Alexandre Termier:
Topic Signatures in Political Campaign Speeches. EMNLP 2017: 2342-2347 - [c4]Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier:
Purchase Signatures of Retail Customers. PAKDD (1) 2017: 110-121 - [c3]Clément Gautrais, Yann Dauxais, Maël Guillemé:
Multi-Plant Photovoltaic Energy Forecasting Challenge: Second Place Solution. DC@PKDD/ECML 2017 - 2016
- [c2]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: 686-687 - [c1]Boris Doux, Clément Gautrais, Benjamin Négrevergne:
Detecting Strategic Moves in HearthStone Matches. MLSA@PKDD/ECML 2016
Parts in Books or Collections
- 2022
- [p1]Clément Gautrais, Yann Dauxais, Stefano Teso, Samuel Kolb, Gust Verbruggen, Luc De Raedt:
Human-Machine Collaboration for Democratizing Data Science. Human-Like Machine Intelligence 2022: 379-402
Informal and Other Publications
- 2021
- [i2]Nirmal Sobha Kartha, Clément Gautrais, Vincent Vercruyssen:
Why Are You Weird? Infusing Interpretability in Isolation Forest for Anomaly Detection. CoRR abs/2112.06858 (2021) - 2020
- [i1]Clément Gautrais, Yann Dauxais, Stefano Teso, Samuel Kolb, Gust Verbruggen, Luc De Raedt:
Human-Machine Collaboration for Democratizing Data Science. CoRR abs/2004.11113 (2020)
Coauthor Index
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