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researcher

F. Ongenae

13 papers hereh-index 262.5k citations212 works total

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

author position
  • middle author10
  • last author3

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.LO2
  • cs.CE1
  • cs.CL1
  • cs.NE1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedOverly Optimistic Prediction Results on Imbalanced Data: a Case Study of Flaws and Benefits when Applying Over-sampling

87 citations · 156 across the 13 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

cs.LG2016★ 6 cited

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

Leen De Baets, Joeri Ruyssinck, Thomas Peiffer +4

The presence of bacteria or fungi in the bloodstream of patients is abnormal and can lead to life-threatening conditions. A computational model based on a bidirectional long short-…

stat.ML2016★ 25 cited

GENESIM: genetic extraction of a single, interpretable model

Gilles Vandewiele, Olivier Janssens, Femke Ongenae +2

Models obtained by decision tree induction techniques excel in being interpretable.However, they can be prone to overfitting, which results in a low predictive performance. Ensembl…

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