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researcher

Sofie Van Hoecke

10 papers here

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

author position
  • middle author1
  • last author9

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.HC4
  • cs.LG3
  • cs.CE1
  • cs.GR1
  • stat.ML1
ORCID 0000-0002-7865-6793

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedGENESIM: genetic extraction of a single, interpretable model

25 citations · 41 across the 10 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.HC2024

Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection

Jonas Van Der Donckt, Jeroen Van Der Donckt, Sofie Van Hoecke

This work presents the solution of the Signal Sleuths team for the 2024 HASCA WEAR challenge. The challenge focuses on detecting 18 workout activities (and the null class) using ac…

cs.LG2024★ 1 cited

Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities

Jeroen Van Der Donckt, Jonas Van Der Donckt, Sofie Van Hoecke

This work presents the solution of the Signal Sleuths team for the 2024 SHL recognition challenge. The challenge involves detecting transportation modes using shuffled, non-overlap…

cs.CE2024★ 1 cited

Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring

Jonas Van Der Donckt, Nicolas Vandenbussche, Jeroen Van Der Donckt +7

Chronic disease management and follow-up are vital for realizing sustained patient well-being and optimal health outcomes. Recent advancements in wearable sensing technologies, par…

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