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Books and Theses
- 2020
[b1]Len Feremans:
Mining cohesive patterns in sequences and extreme multi-label classification. University of Antwerp, Belgium, 2020
Journal Articles
- 2022
- [j3]Len Feremans, Boris Cule, Bart Goethals
:
PETSC: pattern-based embedding for time series classification. Data Min. Knowl. Discov. 36(3): 1015-1061 (2022) - 2020
- [j2]Len Feremans, Boris Cule, Celine Vens, Bart Goethals:
Combining instance and feature neighbours for extreme multi-label classification. Int. J. Data Sci. Anal. 10(3): 215-231 (2020) - 2019
- [j1]Boris Cule, Len Feremans, Bart Goethals:
Efficiently mining cohesion-based patterns and rules in event sequences. Data Min. Knowl. Discov. 33(4): 1125-1182 (2019)
Conference and Workshop Papers
- 2024
- [c8]Louis Carpentier, Len Feremans, Wannes Meert, Mathias Verbeke:
Pattern-based Time Series Semantic Segmentation with Gradual State Transitions. SDM 2024: 316-324 - 2023
- [c7]Stijn J. Rotman, Boris Cule, Len Feremans:
Efficiently Mining Frequent Representative Motifs in Large Collections of Time Series. IEEE Big Data 2023: 66-75 - 2022
- [c6]Len Feremans, Robin Verachtert, Bart Goethals:
A Neighbourhood-based Location- and Time-aware Recommender System. ORSUM@RecSys 2022 - 2019
- [c5]Len Feremans, Vincent Vercruyssen, Wannes Meert, Boris Cule, Bart Goethals:
A Framework for Pattern Mining and Anomaly Detection in Multi-dimensional Time Series and Event Logs. NFMCP@PKDD/ECML 2019: 3-20 - [c4]Len Feremans, Vincent Vercruyssen, Boris Cule, Wannes Meert, Bart Goethals:
Pattern-Based Anomaly Detection in Mixed-Type Time Series. ECML/PKDD (1) 2019: 240-256 - 2018
- [c3]Len Feremans, Boris Cule, Bart Goethals:
Mining Top-k Quantile-based Cohesive Sequential Patterns. SDM 2018: 90-98 - 2017
- [c2]Len Feremans, Boris Cule, Celine Vens, Bart Goethals:
Combining Instance and Feature Neighbors for Efficient Multi-label Classification. DSAA 2017: 109-118 - 2016
- [c1]Boris Cule, Len Feremans, Bart Goethals:
Efficient Discovery of Sets of Co-occurring Items in Event Sequences. ECML/PKDD (1) 2016: 361-377
Informal and Other Publications
- 2023
- [i1]Len Feremans, Boris Cule, Bart Goethals:
Efficient pattern-based anomaly detection in a network of multivariate devices. CoRR abs/2305.05538 (2023)
Coauthor Index
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