Research Explorer

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Researcher

Sander Vanden Hautte

Publications & Research Data

Awards & Distinctions

12 Results

2025

Enabling Cross-Context Learning with Knowledge Graphs for Anomaly Detection in Communications Networks

Michael WeynsSander Vanden HautteAnnelies LejonVeerle LedouxPieter BonteFilip De TurckSofie Van HoeckeFemke Ongenae

U Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

2024

Benchmarking whole knowledge graph embedding techniques

Pieter BonteSander Vanden HautteFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

2022

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

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

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

Unsupervised anomaly detection for communication networks : an autoencoder approach

Pieter BonteSander Vanden HautteAnnelies LejonVeerle LedouxFilip De TurckSofie Van HoeckeFemke Ongenae

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

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