Researcher
Dieter De Paepe
- Keywords:Machine Learning, Semantic Web
- Disciplines:Machine learning and decision making, Knowledge representation and reasoning, Data mining
Affiliations
- Department of Electronics and information systems (Department)
Member
From1 Jun 2015 → 26 Sep 2021
Publications
1 - 10 of 17
- An incremental grey-box current regression model for anomaly detection of resistance mash seam welding in steel mills(2022)
Authors: Dieter De Paepe, Andy Van Yperen-De Deyne, Jana Defever, Sofie Van Hoecke
- FLAGS : a methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning(2021)
Authors: 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, et al.
Pages: 30 - 48 - Event-driven dashboarding and feedback for improved event detection in predictive maintenance applications(2021)
Authors: Pieter Moens, Sander Vanden Hautte, Dieter De Paepe, Bram Steenwinckel, Stijn Verstichel, Steven Vandekerckhove, Femke Ongenae, Sofie Van Hoecke
- Insight mining in time series data with applications for anomaly detection(2021)
Authors: Dieter De Paepe
- A complete software stack for IoT time-series analysis that combines semantics and machine learning-lessons learned from the dyversify project(2021)
Authors: Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Pieter Moens, Jasper Vaneessen, Steven Vandekerckhove, Bruno Volckaert, Femke Ongenae, Sofie Van Hoecke
- Implications of Z-normalization in the matrix profile(2020)Volume: 11996
Authors: Dieter De Paepe, Diego Nieves Avendano, Sofie Van Hoecke, Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred
Pages: 95 - 118 - A generalized matrix profile framework with support for contextual series analysis(2020)
Authors: Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, Olivier Janssens, Sofie Van Hoecke
- A dynamic dashboarding application for fleet monitoring using semantic web of things technologies(2020)
Authors: Sander Vanden Hautte, Pieter Moens, Joachim Van Herwegen, Dieter De Paepe, Bram Steenwinckel, Stijn Verstichel, Femke Ongenae, Sofie Van Hoecke, Danh Le Phuoc, Arne Bröring, et al.
- Eliminating noise in the matrix profile(2019)
Authors: Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke
Pages: 84 - 93 - Raising interoperability among base registries : the evolution of the linked base registry for addresses in Flanders(2019)
Authors: Raf Buyle, Ziggy Vanlishout, Serena Coetzee, Dieter De Paepe, Mathias Van Compernolle, Geert Thijs, Bert Van Nuffelen, Laurens De Vocht, Peter Mechant, Bjorn De Vidts, et al.
Pages: 86 - 101