Dieter De Paepe

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 14

Top Topics

Recurring Patterns

Expert Knowledge

Machine Learning

Top Venues

Future Gener. Comput. Syst.

ESWC (Satellite Events)

Publications

Matthias Van Onsem, Dieter De Paepe, Sander Vanden Hautte, Pieter Bonte, Veerle Ledoux, Annelies Lejon, Femke Ongenae, Dennis Dreesen, Sofie Van Hoecke
Hierarchical pattern matching for anomaly detection in time series. Comput. Commun. 193 (2022)
Bram Steenwinckel, Dieter De Paepe, Sander Vanden Hautte, Pieter Heyvaert, Mohamed Bentefrit, Pieter Moens, Anastasia Dimou, Bruno Van Den Bossche, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
FLAGS: A methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning. Future Gener. Comput. Syst. 116 (2021)
Sander Vanden Hautte, Pieter Moens, Joachim Van Herwegen, Dieter De Paepe, Bram Steenwinckel, Stijn Verstichel, Femke Ongenae, Sofie Van Hoecke
A Dynamic Dashboarding Application for Fleet Monitoring Using Semantic Web of Things Technologies. Sensors 20 (4) (2020)
Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, Olivier Janssens, Sofie Van Hoecke
A generalized matrix profile framework with support for contextual series analysis. Eng. Appl. Artif. Intell. 90 (2020)
Dieter De Paepe, Sofie Van Hoecke
Mining Recurring Patterns in Real-Valued Time Series using the Radius Profile. ICDM (2020)
Dieter De Paepe, Diego Nieves Avendano, Sofie Van Hoecke
Implications of Z-Normalization in the Matrix Profile. ICPRAM (Revised Selected Papers) (2019)
Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke
Eliminating Noise in the Matrix Profile. ICPRAM (2019)
Raf Buyle, Ziggy Vanlishout, Serena Coetzee, Dieter De Paepe, Mathias Van Compernolle, Geert Thijs, Bert Van Nuffelen, Laurens De Vocht, Peter Mechant, Björn De Vidts, Erik Mannens
Raising interoperability among base registries: The evolution of the Linked Base Registry for addresses in Flanders. J. Web Semant. 55 (2019)
Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses. SSN@ISWC (2018)
Raf Buyle, Mathias Van Compernolle, Dieter De Paepe, Jens Scheerlinck, Peter Mechant, Erik Mannens, Ziggy Vanlishout
Semantics in the wild: a digital assistant for Flemish citizens. ICEGOV (2018)
Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
Automated Extraction of Rules and Knowledge from Risk Analyses: a Ventilation Unit Demo. ISWC (P&D/Industry/BlueSky) (2018)
Dieter De Paepe, Geert Thijs, Raf Buyle, Ruben Verborgh, Erik Mannens
Automated UML-Based Ontology Generation in OSLO2. ESWC (Satellite Events) (2017)
Raf Buyle, Laurens De Vocht, Mathias Van Compernolle, Dieter De Paepe, Ruben Verborgh, Ziggy Vanlishout, Björn De Vidts, Peter Mechant, Erik Mannens
OSLO: open standards for linked organizations. EGOSE (2016)
Dieter De Paepe, Ruben Verborgh, Erik Mannens
Rule-Based Reasoning using State Space Search. ISWC (Posters & Demos) (2016)