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F. Díaz-de-María

3 papers hereh-index 201.4k citations114 works total

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

author position
  • middle author2
  • last author1

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

fields
  • eess.SP2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20102024
most citedPain level and pain-related behaviour classification using GRU-based sparsely-connected RNNs

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

collaborators

3 papers

eess.SP2024★ 4 cited

L-SFAN: Lightweight Spatially-focused Attention Network for Pain Behavior Detection

Jorge Ortigoso-Narro, Fernando Diaz-de-Maria, Mohammad Mahdi Dehshibi +1

Chronic Low Back Pain (CLBP) afflicts millions globally, significantly impacting individuals' well-being and imposing economic burdens on healthcare systems. While artificial intel…

eess.SP2022★ 22 cited

Pain level and pain-related behaviour classification using GRU-based sparsely-connected RNNs

Mohammad Mahdi Dehshibi, Temitayo Olugbade, Fernando Diaz-de-Maria +2

There is a growing body of studies on applying deep learning to biometrics analysis. Certain circumstances, however, could impair the objective measures and accuracy of the propose…

cs.LG2010

State-Space Dynamics Distance for Clustering Sequential Data

Darío García-García, Emilio Parrado-Hernández, Fernando Díaz-de-María

This paper proposes a novel similarity measure for clustering sequential data. We first construct a common state-space by training a single probabilistic model with all the sequenc…

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