Research Explorer

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Researcher

Pieter Moens

Awards & Distinctions

11 Results

2024

Context-aware machine learning for scalable IoT data analytics and visualization using semantic web technologies

Pieter MoensSofie Van HoeckeBruno Volckaert

2023

A microservice architecture for leak localization in water distribution networks using hybrid AI

Ganjour MazaevMichael WeynsPieter MoensPieter Jan HaestFilip VancoillieGuido VaesJoeri DebaenstAagje WarouxKris MarleinFemke Ongenae et al.

A1 Journal Article in JOURNAL OF HYDROINFORMATICS

Edge anomaly detection framework for AIOps in Cloud and IoT

Pieter MoensBavo AndriessenMerlijn SebrechtsBruno VolckaertSofie Van Hoecke

2022

A semi-supervised approach with monotonic constraints for improved remaining useful life estimation

Diego Nieves AvendanoNathan VandemoorteleColin SoetePieter MoensAgusmian Partogi OmpusungguDirk DeschrijverSofie Van Hoecke

A1 Journal Article in SENSORS

Context-aware visualization recommendations reduce decision overload for operators

Pieter MoensBruno VolckaertSofie Van Hoecke

From self-reporting to monitoring for improved migraine management

Jonas Van Der DoncktMathias De BrouwerPieter MoensMarija StojchevskaBram SteenwinckelStef PletinckNicolas VandenbusscheAnnelis GorisKoen PaemeleireFemke Ongenae et al.

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

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

Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications

Pieter MoensVincent BrackeColin SoeteSander Vanden HautteDiego Nieves AvendanoTed OoijevaarSteven DevosBruno VolckaertSofie Van Hoecke

A1 Journal Article in SENSORS