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Takashi Imai

3 papers hereh-index 486 citations6 works total

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

author position
  • first author1
  • middle author2

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

fields
  • nlin.CD2
  • cs.LG1
same name
  • Takashi Imai — 13 papers, h 17
  • Takashi Imai — 4 papers, h 3
  • Takashi Imai — 2 papers
  • Takashi Imai — 2 papers, h 0
  • Takashi Imai — 2 papers, h 5
  • Takashi Imai — 1 paper, h 2

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
20192026
most citedTime Series Clustering with an EM algorithm for Mixtures of Linear Gaussian State Space Models

32 citations · 35 across the 3 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022★ 32 cited

Time Series Clustering with an EM algorithm for Mixtures of Linear Gaussian State Space Models

Ryohei Umatani, Takashi Imai, Kaoru Kawamoto +1

In this paper, we consider the task of clustering a set of individual time series while modeling each cluster, that is, model-based time series clustering. The task requires a para…

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