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Gideon Vos

18 papers hereh-index 9369 citations31 works total

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

author position
  • sole author5
  • first author8
  • last author5

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • hep-th10
  • cs.LG3
  • eess.SP2
  • cs.AI1
  • cs.CL1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedGeneralizable machine learning for stress monitoring from wearable devices: A systematic literature review

161 citations · 343 across the 17 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

hep-th2022★ 3 cited

Holography for bulk states in 3D quantum gravity

Joris Raeymaekers, Gideon Vos

In this work we discuss the holographic description of states in the Hilbert space of (2+1)-dimensional quantum gravity, living on a time slice in the bulk. We focus on pure gravit…

cs.LG2022★ 59 cited

Ensemble Machine Learning Model Trained on a New Synthesized Dataset Generalizes Well for Stress Prediction Using Wearable Devices

Gideon Vos, Kelly Trinh, Zoltan Sarnyai +1

Introduction. We investigate the generalization ability of models built on datasets containing a small number of subjects, recorded in single study protocols. Next, we propose and…

cs.AI2022★ 161 cited

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

Gideon Vos, Kelly Trinh, Zoltan Sarnyai +1

Introduction. The stress response has both subjective, psychological and objectively measurable, biological components. Both of them can be expressed differently from person to per…

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