Research Explorer

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Researcher

Joeri Ruyssinck

Awards & Distinctions

28 Results

2023

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.

Fingerprinting methods for origin and variety assessment of rice : development, validation and data fusion experiments

Jet Van De SteeneJoeri RuyssinckJuan-Antonio Fernandez-PiernaLore VandermeerschAn MaesHerman Van LangenhoveChristophe WalgraeveKristof DemeestereBruno De MeulenaerLiesbeth Jacxsens et al.

A1 Journal Article in FOOD CONTROL

2021

Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification

Roberto MedicoJoeri RuyssinckDirk DeschrijverTom Dhaene

A1 Journal Article in ADVANCES IN DATA ANALYSIS AND CLASSIFICATION

2019

Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks

Tom Van SteenkisteJoeri RuyssinckLeen De BaetsJohan DecruyenaereFilip De TurckFemke OngenaeTom Dhaene

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

2018

Appliance classification using VI trajectories and convolutional neural networks

Leen De BaetsJoeri RuyssinckChris DevelderTom DhaeneDirk Deschrijver

A1 Journal Article in ENERGY AND BUILDINGS

Automated assessment of bone age using deep learning and Gaussian process regression

Tom Van SteenkisteJoeri RuyssinckOlivier JanssensBaptist VandersmissenFlorian VandecasteelePIETER DEVOLDEREric AchtenSofie Van HoeckeDirk DeschrijverTom Dhaene

Data-driven optimization of energy efficiency and comfort in an apartment

Diego Nieves AvendanoJoeri RuyssinckSteven VandekerckhoveSofie Van HoeckeDirk Deschrijver

IncGraph : incremental graphlet counting for topology optimisation

Robrecht CannoodtJoeri RuyssinckJana RamonKatleen De PreterYvan Saeys

A1 Journal Article in PLOS ONE

Learning Multivariate Shapelets with Multi-Layer Neural Networks

Roberto MedicoJoeri RuyssinckDirk DeschrijverTom Dhaene

Systematic comparison of respiratory signals for the automated detection of sleep apnea

Tom Van SteenkisteW. GroenendaalJoeri RuyssinckP. DreesenS. KlerkxC. SmeetsR. de FranciscoDirk DeschrijverTom Dhaene

2017

Comprehensive feature selection for appliance classification in NILM

Nasrin SadeghianpourhamamiJoeri RuyssinckDirk DeschrijverTom DhaeneChris Develder

A1 Journal Article in ENERGY AND BUILDINGS

Machine learning for biological network inference

Joeri RuyssinckTom DhaeneYvan Saeys

On the Bayesian optimization and robustness of event detection methods in NILM

Leen De BaetsJoeri RuyssinckChris DevelderTom DhaeneDirk Deschrijver

A1 Journal Article in ENERGY AND BUILDINGS

Optimized statistical test for event detection in non-intrusive load monitoring

Leen De BaetsJoeri RuyssinckChris DevelderTom DhaeneDirk Deschrijver

2016

Cepstrum analysis applied on event detection in NILM

Leen De BaetsJoeri RuyssinckDirk DeschrijverTom Dhaene

Early detection of positive blood cultures using recurrent neural networks on time series data

Thomas PeifferJoeri RuyssinckJohan DecruyenaereFilip De TurckFemke OngenaeTom Dhaene

Event detection in NILM using Cepstrum smoothing

Leen De BaetsJoeri RuyssinckDirk DeschrijverTom Dhaene

Netter: re-ranking gene network inference predictions using structural network properties

Joeri RuyssinckPiet DemeesterTom DhaeneYvan Saeys

A1 Journal Article in BMC BIOINFORMATICS

Positive blood culture detection in time series data using a BiLSTM network

Leen De BaetsJoeri RuyssinckThomas PeifferFilip De TurckFemke OngenaeTom DhaeneJohan Decruyenaere

Random survival forests for predicting the bed occupancy in the intensive care unit

Joeri RuyssinckJoachim van der HertenRein HouthooftFemke OngenaeIvo CouckuytBram GadeyneKirsten ColpaertJohan DecruyenaereFilip De TurckTom Dhaene

A1 Journal Article in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE

2015

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores

Rein HouthooftJoeri RuyssinckJoachim van der HertenSean StijvenIvo CouckuytBram GadeyneFemke OngenaeKirsten ColpaertJohan DecruyenaereTom Dhaene et al.

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

2014

Identifying novel neuroblastoma oncogenes using semi-supervised learning

Leen De BaetsRobrecht CannoodtJoeri RuyssinckKatleen De PreterTom DhaeneYvan Saeys

NIMEFI: gene regulatory network inference using multiple ensemble feature importance algorithms

Joeri RuyssinckAnh Huynh-Thu VanPierre GeurtsTom DhaenePiet DemeesterYvan Saeys

A1 Journal Article in PLOS ONE

2013

A re-ranking algorithm for gene regulatory network predictions using graphlets and graph-invariant properties

Joeri RuyssinckTom DhaeneYvan Saeys

Network inference by integrating biclustering and feature selection

Robrecht CannoodtJoeri RuyssinckKatleen De PreterTom DhaeneYvan Saeys

Stable feature selection techniques for microarray data

Sofie Van GassenJoeri RuyssinckYvan SaeysTom Dhaene

2012

Inferring gene regulatory network topologies using ensembles of feature selection techniques

Joeri RuyssinckTom DhaeneYvan Saeys

Inferring gene regulatory networks using ensembles of feature selection techniques

Joeri RuyssinckVân anh Huynh-thuPierre GeurtsTom DhaenePiet DemeesterYvan Saeys