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Gi-Ren Liu

10 papers hereh-index 8245 citations30 works total

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

author position
  • first author8
  • middle author1
  • last author1

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

fields
  • math.PR3
  • eess.SP2
  • math.ST2
  • cs.IT1
  • math.NA1
  • stat.ML1
same name
  • Gi-Ren Liu — 2 papers
  • Gi-Ren Liu — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedRidge detection for nonstationary multicomponent signals with time-varying wave-shape functions and its applications

1 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

eess.SP2019

Explore intrinsic geometry of sleep dynamics and predict sleep stage by unsupervised learning techniques

Gi-Ren Liu, Yu-Lun Lo, Yuan-Chung Sheu +1

We propose a novel unsupervised approach for sleep dynamics exploration and automatic annotation by combining modern harmonic analysis tools. Specifically, we apply diffusion-based…

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