Hendrik Blockeel
Katholieke Universiteit Leuven
H-index: 42
Europe-Belgium
Top articles of Hendrik Blockeel
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction | Proceedings of the AAAI Conference on Artificial Intelligence | Kshitij Goyal Sebastijan Dumancic Hendrik Blockeel | 2024/3/24 |
Machine Learning with Constraints: Towards Trustworthy AI | Kshitij Goyal Hendrik Blockeel Sebastijan Dumancic | 2023/6/9 | |
Scenario generation of residential electricity consumption through sampling of historical data | Sustainable Energy, Grids and Networks | Jonas Soenen Aras Yurtman Thijs Becker Reinhilde D’hulst Koen Vanthournout | 2023/6/1 |
AD-MERCS: Modeling Normality and Abnormality in Unsupervised Anomaly Detection | arXiv preprint arXiv:2305.12958 | Jonas Soenen Elia Van Wolputte Vincent Vercruyssen Wannes Meert Hendrik Blockeel | 2023/5/22 |
LoCoMotif: Discovering time-warped motifs in time series | arXiv preprint arXiv:2311.17582 | Daan Van Wesenbeeck Aras Yurtman Wannes Meert Hendrik Blockeel | 2023/11/29 |
Decision trees: from efficient prediction to responsible AI | Hendrik Blockeel Laurens Devos Benoît Frénay Géraldin Nanfack Siegfried Nijssen | 2023 | |
FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings | Youmna Ismaeil Daria Stepanova Trung-Kien Tran Hendrik Blockeel | 2023/10/27 | |
Estimating Dynamic Time Warping Distance Between Time Series with Missing Data | Aras Yurtman Jonas Soenen Wannes Meert Hendrik Blockeel | 2023/9/18 | |
Towards Neural Network Interpretability Using Commonsense Knowledge Graphs | Youmna Ismaeil Daria Stepanova Trung-Kien Tran Piyapat Saranrittichai Csaba Domokos | 2022/10/16 | |
Sade: Learning models that provably satisfy domain constraints | Kshitij Goyal Sebastijan Dumancic Hendrik Blockeel | 2022/9/1 | |
A scalable ensemble approach to forecast the electricity consumption of households | IEEE Transactions on Smart Grid | Lola Botman Jonas Soenen Konstantinos Theodorakos Aras Yurtman Jessa Bekker | 2022/7/15 |
Unifying knowledge base completion with pu learning to mitigate the observation bias | Proceedings of the AAAI conference on artificial intelligence | Jonas Schouterden Jessa Bekker Jesse Davis Hendrik Blockeel | 2022/6/28 |
Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming | Kshitij Goyal Wannes Meert Hendrik Blockeel Elia Van Wolputte Koen Vanderstraeten | 2022/10/4 | |
Lifted Variable Elimination | Nima Taghipour Daan Fierens Jesse Davis Hendrik Blockeel Rodrigo de Salvo Braz | 2021/8/17 | |
The effect of hyperparameter tuning on the comparative evaluation of unsupervised anomaly detection methods | Proceedings of the KDD'21 Workshop on Outlier Detection and Description | Jonas Soenen Elia Van Wolputte Lorenzo Perini Vincent Vercruyssen Wannes Meert | 2021/8/15 |
Combining Predictions Under Uncertainty: The Case of Random Decision Trees | Florian Busch Moritz Kulessa Eneldo Loza Mencía Hendrik Blockeel | 2021 | |
COBRAS+: Reusing Previously Obtained Constraints in Active Semi-Supervised Clustering | Aras Yurtman Wannes Meert Hendrik Blockeel | 2021/11/10 | |
Towards better evaluation of multi-target regression models | Evgeniya Korneva Hendrik Blockeel | 2020/9/14 | |
Tackling noise in active semi-supervised clustering | Jonas Soenen Sebastijan Dumančić Toon Van Craenendonck Hendrik Blockeel | 2020/9/14 | |
Feature interactions in xgboost | Kshitij Goyal Sebastijan Dumancic Hendrik Blockeel | 2020/7/11 |
