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Sofie Van Hoecke

3 papers here

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

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.GR1
  • cs.LG1
  • stat.ML1
ORCID 0000-0002-7865-6793

identity via Semantic Scholar / OpenAlex

activity
20142021
most citedGENESIM: genetic extraction of a single, interpretable model

25 citations · 26 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2021

tsflex: flexible time series processing & feature extraction

Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost +1

Time series processing and feature extraction are crucial and time-intensive steps in conventional machine learning pipelines. Existing packages are limited in their applicability,…

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…

cs.GR2014★ 1 cited

Real-time animation of human characters with fuzzy controllers

Koen Samyn, Sofie Van Hoecke, Bart Pieters +3

The production of animation is a resource intensive process in game companies. Therefore, techniques to synthesize animations have been developed. However, these procedural techniq…

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