Sander Vanden Hautte

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Anomaly Detection

Root Cause Analysis

Graph Embedding

One Class Support Vector Machines

Top Venues

IoT Streams/ITEM@PKDD/ECML

Future Gener. Comput. Syst.

Eng. Appl. Artif. Intell.

Publications

Pieter Bonte, Sander Vanden Hautte, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
Benchmarking Whole Knowledge Graph Embedding Techniques. Int. J. Softw. Eng. Knowl. Eng. 34 (1) (2024)
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)
Pieter Bonte, Sander Vanden Hautte, Annelies Lejon, Veerle Ledoux, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
Unsupervised Anomaly Detection for Communication Networks: An Autoencoder Approach. IoT Streams/ITEM@PKDD/ECML (2020)
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)
Pieter Moens, Vincent Bracke, Colin Soete, Sander Vanden Hautte, Diego Nieves Avendano, Ted Ooijevaar, Steven Devos, Bruno Volckaert, Sofie Van Hoecke
Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications. Sensors 20 (15) (2020)
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)
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)