Research Explorer

Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Researcher

Bram Steenwinckel

Publications & Research Data

Awards & Distinctions

36 Results

2025

Analysis of free-living daytime movement in patients with migraine with access to acute treatment

Jonas Van Der DoncktNicolas VandenbusscheMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeKoen PaemeleireSofie Van Hoecke

A1 Journal Article in JOURNAL OF HEADACHE AND PAIN

Another brick in the wall : leveraging feature extraction and ensemble learning for building data classification

Bram SteenwinckelSofie Van HoeckeFemke Ongenae

Explainable knowledge graph embeddings for industrial process monitoring & control

Michael WeynsThibault BlyauBram SteenwinckelFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in INFORMATION FUSION

Quality in color : using knowledge graphs for enhanced quality control in an automotive paintshop

Bram SteenwinckelColin SoetePieter MoensJoris MusscheSofie Van HoeckeFemke Ongenae

RR-GCN : exploring untrained random embeddings for relational graphs

Sandeep RamachandraVic DegraeveGilles VandewieleBram SteenwinckelSofie Van HoeckeFemke Ongenae

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

Tracking migraine symptoms : a longitudinal comparison of smartphone-based headache diaries and clinical interviews

Nicolas VandenbusscheJonas Van Der DoncktMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeSofie Van HoeckeKoen Paemeleire

A2 Journal Article in NEUROLOGY INTERNATIONAL

2024

INK : knowledge graph representation for efficient and performant rule mining

Bram SteenwinckelFilip De TurckFemke Ongenae

A1 Journal Article in SEMANTIC WEB

Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches

Jonas Van Der DoncktNicolas VandenbusscheJeroen Van Der DoncktStephanie ChenMarija StojchevskaMathias De BrouwerBram SteenwinckelKoen PaemeleireFemke OngenaeSofie Van Hoecke

A1 Journal Article in SCIENTIFIC REPORTS

Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks

Nicolas VandenbusscheJonas Van Der DoncktMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeSofie Van HoeckeKoen Paemeleire

A1 Journal Article in BRAIN AND BEHAVIOR

Scalable table-to-knowledge graph matching from metadata using LLMs

Nathan VandemoorteleBram SteenwinckelSofie Van HoeckeFemke Ongenae

Unlocking the potential of smartphone and ambient sensors for ADL detection

Marija StojchevskaMathias De BrouwerMartijn CourteauxBram SteenwinckelSofie Van HoeckeFemke Ongenae

A1 Journal Article in SCIENTIFIC REPORTS

2023

Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design

Mathias De BrouwerBram SteenwinckelZiye FangMarija StojchevskaPieter BonteFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in SEMANTIC WEB

Data analytics for health and connected care : ontology, knowledge graph and applications

Bram SteenwinckelMathias De BrouwerMarija StojchevskaJeroen Van Der DoncktJelle NelisJoeri RuyssinckJoachim van der HertenKoen CasierJan Van OoteghemPieter Crombez et al.

Design of a social chatbot with gamification for user profiling and smoking trigger detection

Kyana BosschaertsJeroen StragierBram SteenwinckelLieven De MarezSofie Van HoeckeFemke Ongenae

Knowledge graph creation and embedding to realize explainable hybrid AI applications

Bram SteenwinckelFilip De TurckFemke Ongenae

pyRDF2Vec : a Python implementation and extension of RDF2Vec

Bram SteenwinckelGilles VandewieleTerencio AgozzinoFemke Ongenae

TALK : tracking activities by linking knowledge

Bram SteenwinckelMathias De BrouwerMarija StojchevskaFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

2022

Assessing the added value of context during stress detection from wearable data

Marija StojchevskaBram SteenwinckelJonas Van Der DoncktMathias De BrouwerAnnelies GorisFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

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.

INK : knowledge graph embeddings for node classification

Bram SteenwinckelGilles VandewieleMichael WeynsTerencio AgozzinoFilip De TurckFemke Ongenae

A1 Journal Article in DATA MINING AND KNOWLEDGE DISCOVERY

mBrain : towards the continuous follow-up and headache classification of primary headache disorder patients

Mathias De BrouwerNicolas VandenbusscheBram SteenwinckelMarija StojchevskaJonas Van Der DoncktVic DegraeveJasper VaneessenFilip De TurckBruno VolckaertPaul Boon et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

Towards knowledge-driven symptom monitoring & trigger detection of primary headache disorders

Mathias De BrouwerNicolas VandenbusscheBram SteenwinckelMarija StojchevskaJonas Van Der DoncktVic DegraeveFilip De TurckKoen PaemeleireSofie Van HoeckeFemke Ongenae

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

Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs

Bram SteenwinckelGilles VandewielePieter BonteMichael WeynsHeiko PaulheimPetar RistoskiFilip De TurckFemke Ongenae

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

Conditional constraints for knowledge graph embeddings

Michael WeynsPieter BonteBram SteenwinckelFilip De TurckFemke Ongenae

Facilitating the analysis of COVID-19 literature through a knowledge graph

Bram SteenwinckelGilles VandewieleIlja RauschPieter HeyvaertRuben TaelmanPieter ColpaertPieter SimoensAnastasia DimouFilip De TurckFemke Ongenae

MINDWALC : mining interpretable, discriminative walks for classification of nodes in a knowledge graph

Gilles VandewieleBram SteenwinckelFilip De TurckFemke Ongenae

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

2019

Inducing a decision tree with discriminative paths to classify entities in a knowledge graph

Gilles VandewieleBram SteenwinckelFemke OngenaeFilip De Turck

2018

Adaptive anomaly detection and root cause analysis by fusing semantics and machine learning

Bram Steenwinckel

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

Self-learning algorithms for the personalised interaction with people with dementia

Bram SteenwinckelFemke De BackereJelle NelisFemke OngenaeFilip De Turck

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