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researcher

M. Numao

8 papers hereh-index 242.1k citations362 works total

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

author position
  • middle author5
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI1
  • cs.CV1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedNoise-aware Physics-informed Machine Learning for Robust PDE Discovery

29 citations · 50 across the 6 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024

Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis

Shintaro Tamai, Masayuki Numao, Ken-ichi Fukui

Recently, growing health awareness, novel methods allow individuals to monitor sleep at home. Utilizing sleep sounds offers advantages over conventional methods like smartwatches,…

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