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researcher

S. V. Hoecke

8 papers hereh-index 171.3k citations93 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.HC3
  • cs.LG3
  • cs.CV1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedOverly Optimistic Prediction Results on Imbalanced Data: a Case Study of Flaws and Benefits when Applying Over-sampling

87 citations · 112 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2022★ 1 cited

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

Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge +2

A paper of Alsinglawi et al was recently accepted and published in Scientific Reports. In this paper, the authors aim to predict length of stay (LOS), discretized into either long…

cs.LG2022★ 4 cited

Powershap: A Power-full Shapley Feature Selection Method

Jarne Verhaeghe, Jeroen Van Der Donckt, Femke Ongenae +1

Feature selection is a crucial step in developing robust and powerful machine learning models. Feature selection techniques can be divided into two categories: filter and wrapper m…

cs.LG2022★ 5 cited

R-GCN: The R Could Stand for Random

Vic Degraeve, Gilles Vandewiele, Femke Ongenae +1

The inception of the Relational Graph Convolutional Network (R-GCN) marked a milestone in the Semantic Web domain as a widely cited method that generalises end-to-end hierarchical…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.