Jonas Soenen

According to our database, Jonas Soenen authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

Fast and interpretable electricity consumption scenario generation for individual consumers.

Jonas Soenen, Aras Yurtman, Thijs Becker, Koen Vanthournout, Hendrik Blockeel

CoRR, 2024

2023

A Scalable Ensemble Approach to Forecast the Electricity Consumption of Households.

Lola Botman, Jonas Soenen, Konstantinos Theodorakos, Aras Yurtman, Jessa Bekker, Koen Vanthournout, Hendrik Blockeel, Bart De Moor, Jesus Lago

IEEE Trans. Smart Grid, 2023

AD-MERCS: Modeling Normality and Abnormality in Unsupervised Anomaly Detection.

Jonas Soenen, Elia Van Wolputte, Vincent Vercruyssen, Wannes Meert, Hendrik Blockeel

CoRR, 2023

Estimating Dynamic Time Warping Distance Between Time Series with Missing Data.

Aras Yurtman, Jonas Soenen, Wannes Meert, Hendrik Blockeel

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

LinC: Explaining Time Series Clusterings with User-Provided Constraints.

Simiao Lin, Aras Yurtman, Jonas Soenen, Hendrik Blockeel

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2020

Tackling Noise in Active Semi-supervised Clustering.

Jonas Soenen, Sebastijan Dumancic, Toon van Craenendonck, Hendrik Blockeel

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020