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Perfectly predicting ICU length of stay: too good to be true


Nov 10, 2022
Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke

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* 3 pages, 1 figure, 2 tables 

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Powershap: A Power-full Shapley Feature Selection Method


Jun 16, 2022
Jarne Verhaeghe, Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke

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* Accepted at ECML PKDD 2022 

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pyRDF2Vec: A Python Implementation and Extension of RDF2Vec


May 04, 2022
Gilles Vandewiele, Bram Steenwinckel, Terencio Agozzino, Femke Ongenae

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R-GCN: The R Could Stand for Random


Mar 04, 2022
Vic Degraeve, Gilles Vandewiele, Femke Ongenae, Sofie Van Hoecke

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Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs


Sep 09, 2020
Gilles Vandewiele, Bram Steenwinckel, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae

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Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling


Jan 15, 2020
Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester

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


Dec 03, 2016
Leen De Baets, Joeri Ruyssinck, Thomas Peiffer, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene

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GENESIM: genetic extraction of a single, interpretable model


Nov 17, 2016
Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke

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* Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems 

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