Research Explorer

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Researcher

Gilles Vandewiele

Awards & Distinctions

28 Results

2023

Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring

Jeroen Van Der DoncktJonas Van Der DoncktEmiel DeprostNicolas VandenbusscheMichael RademakerGilles VandewieleSofie Van Hoecke

A1 Journal Article in BIOMEDICAL SIGNAL PROCESSING AND CONTROL

pyRDF2Vec : a Python implementation and extension of RDF2Vec

Bram SteenwinckelGilles VandewieleTerencio AgozzinoFemke Ongenae

2022

INK : knowledge graph embeddings for node classification

Bram SteenwinckelGilles VandewieleMichael WeynsTerencio AgozzinoFilip De TurckFemke Ongenae

A1 Journal Article in DATA MINING AND KNOWLEDGE DISCOVERY

The web-based application 'QUiPP v.2' for the prediction of preterm birth in symptomatic women is not yet ready for worldwide clinical use : ten reflections on development, validation and use

Isabelle DehaeneJohan SteenGilles VandewieleKristien RoelensJohan Decruyenaere

A1 Journal Article in ARCHIVES OF GYNECOLOGY AND OBSTETRICS

2021

Commentary: Automated detection of preterm condition using uterine electromyography based topological features

Gilles VandewieleFemke OngenaeIsabelle Dehaene

Editorial material

Explainable data mining for critical domains based on complex data structures

Gilles VandewieleFilip De TurckFemke Ongenae

GENDIS : genetic discovery of shapelets

Gilles VandewieleFemke OngenaeFilip De Turck

A1 Journal Article in SENSORS

Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling

Gilles VandewieleIsabelle DehaeneGyörgy KovácsLucas SterckxOlivier JanssensFemke OngenaeFemke De BackereFilip De TurckKristien RoelensJohan Decruyenaere et al.

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

Training progression in recreational cyclists : no linear dose-response relationship with training load

Kobe VermeireGilles VandewieleKevin CaenMaarten LievensJan BourgoisJan Boone

A1 Journal Article in JOURNAL OF STRENGTH AND CONDITIONING RESEARCH

Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs

Bram SteenwinckelGilles VandewielePieter BonteMichael WeynsHeiko PaulheimPetar RistoskiFilip De TurckFemke Ongenae

2020

Clinical information extraction for preterm birth risk prediction

Lucas SterckxGilles VandewieleIsabelle DehaeneOlivier JanssensFemke OngenaeFemke De BackereFilip De TurckKristien RoelensJohan DecruyenaereSofie Van Hoecke et al.

A1 Journal Article in JOURNAL OF BIOMEDICAL INFORMATICS

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

A critical look at studies applying over-sampling on the TPEHGDB dataset

Gilles VandewieleIsabelle DehaeneOlivier JanssensFemke OngenaeFemke De BackereFilip De TurckKristien RoelensSofie Van HoeckeThomas Demeester

Data mining in the development of mobile health apps : assessing in-app navigation through Markov chain analysis

Jeroen StragierGilles VandewielePaulien CoppensFemke OngenaeWendy Van den BroeckFilip De TurckLieven De Marez

A1 Journal Article in JOURNAL OF MEDICAL INTERNET RESEARCH

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

Gilles VandewieleBram SteenwinckelFemke OngenaeFilip De Turck

Modeling the prediction of the session rating of perceived exertion in soccer : unraveling the puzzle of predictive indicators

Youri GeurkinkGilles VandewieleMaarten LievensFilip De TurckFemke OngenaeStijn MatthysJan BooneJan Bourgois

A1 Journal Article in INTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE

Time-to-birth prediction models and the influence of expert opinions

Gilles VandewieleIsabelle DehaeneOlivier JanssensFemke OngenaeFemke De BackereFilip De TurckKristien RoelensSofie Van HoeckeThomas Demeester

Training progression in recreational cyclists : no linear dose-response relationship with training load

Kobe VermeireJan BooneJan BourgoisGilles Vandewiele

2018

A decision support system to follow up and diagnose primary headache patients using semantically enriched data

Gilles VandewieleFemke De BackereKiani LannoyeMaarten Vanden BergheOlivier JanssensSofie Van HoeckeVincent KeeremanKoen PaemeleireFemke OngenaeFilip De Turck

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

Assessing navigation in eHealth apps : a Markov chain analysis of the Start2Cycle app

Jeroen StragierGilles VandewielePaulien CoppensLieven De MarezWendy Van den BroeckFilip De TurckFemke Ongenae

Towards an automated workout compliance model

Jelle De BockGilles VandewieleSteven VerstocktFemke OngenaeFilip De Turck

2017

A genetic algorithm for interpretable model extraction from decision tree ensembles

Gilles VandewieleKiani LannoyeOlivier JanssensFemke OngenaeFilip De TurckSofie Van Hoecke

Enabling training personalization by predicting the session rate of perceived exertion (sRPE)

Gilles VandewieleYouri GeurkinkMaarten LievensFemke OngenaeFilip De TurckJan Boone

Enhancing white-box machine learning processes by incorporating semantic background knowledge

Gilles Vandewiele

Predicting train occupancies based on query logs and external data sources

Gilles VandewieleJoachim Van HerwegenFemke OngenaePieter ColpaertRuben VerborghFilip De TurckOlivier JanssensErik Mannens

Real-time data dissemination and analytics platform for challenging IoT environments

Glenn DaneelsEsteban MunicioKathleen SpaeyGilles VandewieleAlexander DejongheFemke OngenaeSteven LatréJeroen Famaey

2016

GENESIM : genetic extraction of a single, interpretable model

Gilles VandewieleOlivier JanssensFemke OngenaeFilip De TurckSofie Van Hoecke