2 papers
cs.LG2025
Khiops: An End-to-End, Frugal AutoML and XAI Machine Learning Solution for Large, Multi-Table Databases
Marc Boullé, Nicolas Voisine, Bruno Guerraz +10
Khiops is an open source machine learning tool designed for mining large multi-table databases. Khiops is based on a unique Bayesian approach that has attracted academic interest w…
cs.LG2025
Unsupervised Feature Construction for Anomaly Detection in Time Series -- An Evaluation
Marine Hamon, Vincent Lemaire, Nour Eddine Yassine Nair-Benrekia +2
To detect anomalies with precision and without prior knowledge in time series, is it better to build a detector from the initial temporal representation, or to compute a new (tabul…