Bram Steenwinckel

36 papers B 1Journal 19Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Toward Context-Aware Anomaly Detection for AIOps in Microservices Using Dynamic Knowledge Graphs. IEEE Trans. Netw. Serv. Manag. Pieter Moens, Bram Steenwinckel, Femke Ongenae, Bruno Volckaert, Sofie Van Hoecke
2025	—	`conf`	Another Brick in the Wall: Leveraging Feature Extraction and Ensemble Learning for Building Data Classification. WWW (Companion Volume) Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae
2025	J	`jnl`	Explainable knowledge graph embeddings for industrial process monitoring & control. Inf. Fusion Michael Weyns, Thibault Blyau, Bram Steenwinckel, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2025	J	`jnl`	From Haystack to Needle: Label Space Reduction for Zero-shot Classification. CoRR Nathan Vandemoortele, Bram Steenwinckel, Femke Ongenae, Sofie Van Hoecke
2025	J	`jnl`	RR-GCN: Exploring Untrained Random Embeddings for Relational Graphs. Int. J. Softw. Eng. Knowl. Eng. Sandeep Ramachandra, Vic Degraeve, Gilles Vandewiele, Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae
2024	J	`jnl`	Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring. CoRR Jonas Van Der Donckt, Nicolas Vandenbussche, Jeroen Van Der Donckt, Stephanie Chen, Marija Stojchevska, Mathias De Brouwer, Bram Steenwinckel, Koen Paemeleire, Femke Ongenae, Sofie Van Hoecke
2024	J	`jnl`	INK: Knowledge graph representation for efficient and performant rule mining. Semantic Web Bram Steenwinckel, Filip De Turck, Femke Ongenae
2024	—	`conf`	Quality in Color: Using Knowledge Graphs for Enhanced Quality Control in an Automotive Paintshop. ISWC (3) Bram Steenwinckel, Colin Soete, Pieter Moens, Joris Mussche, Sofie Van Hoecke, Femke Ongenae
2024	—	`conf`	Scalable Table-to-Knowledge Graph Matching from Metadata using LLMs. SemTab@ISWC Nathan Vandemoortele, Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae
2023	J	`jnl`	Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design. Semantic Web Mathias De Brouwer, Bram Steenwinckel, Ziye Fang, Marija Stojchevska, Pieter Bonte, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2023	J	`jnl`	TALK: Tracking Activities by Linking Knowledge. Eng. Appl. Artif. Intell. Bram Steenwinckel, Mathias De Brouwer, Marija Stojchevska, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2023	B	`conf`	pyRDF2Vec: A Python Implementation and Extension of RDF2Vec. ESWC Bram Steenwinckel, Gilles Vandewiele, Terencio Agozzino, Femke Ongenae
2022	J	`jnl`	Assessing the added value of context during stress detection from wearable data. BMC Medical Informatics Decis. Mak. Marija Stojchevska, Bram Steenwinckel, Jonas Van Der Donckt, Mathias De Brouwer, Annelies Goris, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2022	—	`conf`	Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications. PervasiveHealth Bram Steenwinckel, Mathias De Brouwer, Marija Stojchevska, M. Jeroen Van Der Donckt, Jelle Nelis, Joeri Ruyssinck, Joachim van der Herten, Koen Casier, Jan Van Ooteghem, Pieter Crombez, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2022	J	`jnl`	Deep learning models for predicting RNA degradation via dual crowdsourcing. Nat. Mac. Intell. Hannah K. Wayment-Steele, Wipapat Kladwang, Andrew M. Watkins, Do Soon Kim, Bojan Tunguz, Walter Reade, Maggie Demkin, Jonathan Romano, Roger Wellington-Oguri, John J. Nicol, Jiayang Gao, Kazuki Onodera, Kazuki Fujikawa, Hanfei Mao, Gilles Vandewiele, Michele Tinti, Bram Steenwinckel, Takuya Ito, Taiga Noumi, Shujun He, Keiichiro Ishi, Youhan Lee, Fatih Öztürk, King Yuen Chiu, Emin Öztürk, Karim Amer, Mohamed Fares, Rhiju Das
2022	—	`conf`	Design of a Social Chatbot with Gamification for user Profiling and Smoking Trigger Detection. PervasiveHealth Kyana Bosschaerts, Jeroen Stragier, Bram Steenwinckel, Lieven De Marez, Sofie Van Hoecke, Femke Ongenae
2022	J	`jnl`	INK: knowledge graph embeddings for node classification. Data Min. Knowl. Discov. Bram Steenwinckel, Gilles Vandewiele, Michael Weyns, Terencio Agozzino, Filip De Turck, Femke Ongenae
2022	—	`conf`	Towards Knowledge-Driven Symptom Monitoring & Trigger Detection of Primary Headache Disorders. WWW (Companion Volume) Mathias De Brouwer, Nicolas Vandenbussche, Bram Steenwinckel, Marija Stojchevska, Jonas Van Der Donckt, Vic Degraeve, Filip De Turck, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae
2022	J	`jnl`	mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. BMC Medical Informatics Decis. Mak. Mathias De Brouwer, Nicolas Vandenbussche, Bram Steenwinckel, Marija Stojchevska, Jonas Van Der Donckt, Vic Degraeve, Jasper Vaneessen, Filip De Turck, Bruno Volckaert, Paul Boon, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae
2022	J	`jnl`	pyRDF2Vec: A Python Implementation and Extension of RDF2Vec. CoRR Gilles Vandewiele, Bram Steenwinckel, Terencio Agozzino, Femke Ongenae
2021	J	`jnl`	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. 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
2021	—	`conf`	MAGIC: Mining an Augmented Graph using INK, starting from a CSV. SemTab@ISWC Bram Steenwinckel, Filip De Turck, Femke Ongenae
2021	J	`jnl`	Predictive models of RNA degradation through dual crowdsourcing. CoRR Hannah K. Wayment-Steele, Wipapat Kladwang, Andrew M. Watkins, Do Soon Kim, Bojan Tunguz, Walter Reade, Maggie Demkin, Jonathan Romano, Roger Wellington-Oguri, John J. Nicol, Jiayang Gao, Kazuki Onodera, Kazuki Fujikawa, Hanfei Mao, Gilles Vandewiele, Michele Tinti, Bram Steenwinckel, Takuya Ito, Taiga Noumi, Shujun He, Keiichiro Ishi, Youhan Lee, Fatih Öztürk, Anthony Chiu, Emin Öztürk, Karim Amer, Mohamed Fares, Eterna Participants, Rhiju Das
2021	—	`conf`	Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. DEXA Workshops Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae
2020	J	`jnl`	A Dynamic Dashboarding Application for Fleet Monitoring Using Semantic Web of Things Technologies. Sensors Sander Vanden Hautte, Pieter Moens, Joachim Van Herwegen, Dieter De Paepe, Bram Steenwinckel, Stijn Verstichel, Femke Ongenae, Sofie Van Hoecke
2020	J	`jnl`	A generalized matrix profile framework with support for contextual series analysis. Eng. Appl. Artif. Intell. Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, Olivier Janssens, Sofie Van Hoecke
2020	—	`conf`	Conditional Constraints for Knowledge Graph Embeddings. DL4KG@ESWC Michael Weyns, Pieter Bonte, Bram Steenwinckel, Filip De Turck, Femke Ongenae
2020	—	`conf`	Facilitating the Analysis of COVID-19 Literature Through a Knowledge Graph. ISWC (2) Bram Steenwinckel, Gilles Vandewiele, Ilja Rausch, Pieter Heyvaert, Ruben Taelman, Pieter Colpaert, Pieter Simoens, Anastasia Dimou, Filip De Turck, Femke Ongenae
2020	J	`jnl`	MINDWALC: mining interpretable, discriminative walks for classification of nodes in a knowledge graph. BMC Medical Informatics Decis. Mak. Gilles Vandewiele, Bram Steenwinckel, Filip De Turck, Femke Ongenae
2020	J	`jnl`	Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. CoRR Gilles Vandewiele, Bram Steenwinckel, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae
2019	—	`conf`	CVS2KG: Transforming Tabular Data into Semantic Knowledge. SemTab@ISWC Gilles Vandewiele, Bram Steenwinckel, Filip De Turck, Femke Ongenae
2019	—	`conf`	Inducing a Decision Tree with Discriminative Paths to Classify Entities in a Knowledge Graph. SEPDA@ISWC Gilles Vandewiele, Bram Steenwinckel, Femke Ongenae, Filip De Turck
2018	—	`conf`	Adaptive Anomaly Detection and Root Cause Analysis by Fusing Semantics and Machine Learning. ESWC (Satellite Events) Bram Steenwinckel
2018	—	`conf`	Automated Extraction of Rules and Knowledge from Risk Analyses: a Ventilation Unit Demo. ISWC (P&D/Industry/BlueSky) Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2018	—	`conf`	Self-Learning Algorithms for the Personalised Interaction with People with Dementia. AAAI Workshops Bram Steenwinckel, Femke De Backere, Jelle Nelis, Femke Ongenae, Filip De Turck
2018	—	`conf`	Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses. SSN@ISWC Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae