Research Explorer

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Researcher

Dieter De Paepe

Awards & Distinctions

21 Results

2022

An incremental grey-box current regression model for anomaly detection of resistance mash seam welding in steel mills

Dieter De PaepeAndy Van Yperen-De DeyneJana DefeverSofie Van Hoecke

A1 Journal Article in APPLIED SCIENCES-BASEL

Hierarchical pattern matching for anomaly detection in time series

Matthias Van OnsemDieter De PaepeSander Vanden HauttePieter BonteVeerle LedouxAnnelies LejonFemke OngenaeD. DreesenSofie Van Hoecke

A1 Journal Article in COMPUTER COMMUNICATIONS

2021

A complete software stack for IoT time-series analysis that combines semantics and machine learning-lessons learned from the dyversify project

Dieter De PaepeSander Vanden HautteBram SteenwinckelPieter MoensJasper VaneessenSteven VandekerckhoveBruno VolckaertFemke OngenaeSofie Van Hoecke

A1 Journal Article in APPLIED SCIENCES-BASEL

Event-driven dashboarding and feedback for improved event detection in predictive maintenance applications

Pieter MoensSander Vanden HautteDieter De PaepeBram SteenwinckelStijn VerstichelSteven VandekerckhoveFemke OngenaeSofie Van Hoecke

A1 Journal Article in APPLIED SCIENCES-BASEL

FLAGS : a methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning

Bram SteenwinckelDieter De PaepeSander Vanden HauttePieter HeyvaertMohamed BentefritPieter MoensAnastasia DimouBruno Van Den BosscheFilip De TurckSofie Van Hoecke et al.

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

Insight mining in time series data with applications for anomaly detection

Dieter De PaepeSofie Van HoeckeErik Mannens

2020

A dynamic dashboarding application for fleet monitoring using semantic web of things technologies

Sander Vanden HauttePieter MoensJoachim Van HerwegenDieter De PaepeBram SteenwinckelStijn VerstichelFemke OngenaeSofie Van Hoecke

A1 Journal Article in SENSORS

A generalized matrix profile framework with support for contextual series analysis

Dieter De PaepeSander Vanden HautteBram SteenwinckelFilip De TurckFemke OngenaeOlivier JanssensSofie Van Hoecke

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Implications of Z-normalization in the matrix profile

Dieter De PaepeDiego Nieves AvendanoSofie Van Hoecke

Mining recurring patterns in real-valued time series using the radius profile

Dieter De PaepeSofie Van Hoecke

2019

Eliminating noise in the matrix profile

Dieter De PaepeOlivier JanssensSofie Van Hoecke

Raising interoperability among base registries : the evolution of the linked base registry for addresses in Flanders

Raf BuyleZiggy VanlishoutSerena CoetzeeDieter De PaepeMathias Van CompernolleGeert ThijsBert Van NuffelenLaurens De VochtPeter MechantBjorn De Vidts et al.

A1 Journal Article in JOURNAL OF WEB SEMANTICS

2018

Automated extraction of rules and knowledge from risk analyses : a ventilation unit demo

Bram SteenwinckelPieter HeyvaertDieter De PaepeOlivier JanssensSander Vanden HautteAnastasia DimouFilip De TurckSofie Van HoeckeFemke Ongenae

Semantics in the wild : a digital assistant for Flemish citizens

Raf BuyleMathias Van CompernolleDieter De PaepeJens ScheerlinckPeter MechantErik MannensZiggy Vanlishout

Towards adaptive anomaly detection and root cause analysis by automated extraction of knowledge from risk analyses

Bram SteenwinckelPieter HeyvaertDieter De PaepeOlivier JanssensSander Vanden HautteAnastasia DimouFilip De TurckSofie Van HoeckeFemke Ongenae

2017

Automated UML-based ontology generation in OSLO²

Dieter De PaepeGuy ThijsRaf BuyleRuben VerborghErik Mannens

Geodata interoperability and harmonization in transport: a case study of open transport net

Carina VeeckmanKarel JedličkaDieter De PaepeDmitrii KozhukhŠtěpán KafkaPieter ColpaertOtakar Čerba

A2 Journal Article in OPEN GEOSPATIAL DATA, SOFTWARE AND STANDARDS

2016

OSLO - open standards for linked organizations

Raf BuyleLaurens De VochtMathias Van CompernolleDieter De PaepeRuben VerborghZiggy VanlishoutBjórn De VidtsPeter MechantErik Mannens

Rule-Based Reasoning using State Space Search

Dieter De PaepeRuben VerborghErik Mannens

Textile and clothing business labs

Dieter De PaepeTobias MaschlerFridolin WildErico FerroJesse MarshRuben VerborghErik MannensRik Van de Walle

The Public Sector DNA on the web semantically marking up government portals

Raf BuyleLaurens De VochtDieter De PaepeMathias Van CompernolleGeraldine NolfZiggy VanlishoutBjorn De VidtsErik MannensPeter Mechant