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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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Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring


Jul 19, 2022
Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michael Rademaker, Gilles Vandewiele, Sofie Van Hoecke

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* The first two authors contributed equally. Submitted to Biomedical Signal Processing and Control 

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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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Predictive models of RNA degradation through dual crowdsourcing


Oct 14, 2021
Hannah K. Wayment-Steele, Wipapat Kladwang, Andrew M. Watkins, Do Soon Kim, Bojan Tunguz, Walter Reade, Maggie Demkin, Jonathan Romano, Roger Wellington-Oguri, John J. Nicol, Jiayang Gao, Kazuki Onodera, Kazuki Fujikawa, Hanfei Mao, Gilles Vandewiele, Michele Tinti, Bram Steenwinckel, Takuya Ito, Taiga Noumi, Shujun He, Keiichiro Ishi, Youhan Lee, Fatih Öztürk, Anthony Chiu, Emin Öztürk, Karim Amer, Mohamed Fares, Eterna Participants, Rhiju Das

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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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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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