Research Explorer

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Researcher

Bram Steenwinckel

19 Results

2023

Knowledge graph creation and embedding to realize explainable hybrid AI applications

Bram SteenwinckelFilip De TurckFemke Ongenae

2022

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

Marija StojchevskaBram SteenwinckelJonas Van Der DoncktMathias De BrouwerFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

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

Kyana BosschaertsJeroen StragierBram SteenwinckelLieven De MarezSofie Van HoeckeFemke Ongenae

From self-reporting to monitoring for improved migraine management

Jonas Van Der DoncktMathias De BrouwerPieter MoensMarija StojchevskaBram SteenwinckelStef PletinckNicolas VandenbusscheKoen PaemeleireFemke OngenaeSofie Van Hoecke

INK : knowledge graph embeddings for node classification

Bram SteenwinckelGilles VandewieleMichael WeynsFilip 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 BoonKoen PaemeleireSofie Van HoeckeFemke Ongenae

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

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 VaneessenBruno 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 VerstichelFemke 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 HeyvaertPieter MoensAnastasia DimouBruno Van Den BosscheFilip De TurckSofie Van HoeckeFemke Ongenae

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 WeynsFilip 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

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