Research Explorer

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Project

Enhanced adaptive anomaly detection and root cause analysis by means of semantics and machine learning

Outputs and Outcomes

Publications

pyRDF2Vec: A Python Implementation and Extension of RDF2Vec

Bram SteenwinckelGilles VandewieleT. AgozzinoFemke Ongenae

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 CrombezFilip De TurckSofie Van HoeckeFemke Ongenae et al.

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

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

From self-reporting to monitoring for improved migraine management

Jonas Van Der DoncktMathias De BrouwerPieter MoensMarija StojchevskaBram SteenwinckelStef PletinckNicolas VandenbusscheAnnelis GorisKoen PaemeleireFemke OngenaeSofie Van Hoecke et al.

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

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 et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

INK : knowledge graph embeddings for node classification

Bram SteenwinckelGilles VandewieleMichael WeynsTerencio AgozzinoFilip De TurckFemke Ongenae

A1 Journal Article in DATA MINING AND KNOWLEDGE DISCOVERY