Author

Narumasa Tsutsumida

Fujitsu Limited

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Research Focus:host-pathogen & immune response· 1 Approach:statistical model· 1

Frequent Co-Authors

Hideyuki DoiiD· 1 shared Takeshi Osawa· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperEcology

Hideyuki DoiORCID

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1 paper

Recent·Most cited

A tabular foundation model rivals established species distribution models from presence-only records

Hideyuki Doi, Takeshi Osawa, Narumasa Tsutsumida

This paper evaluates tabular foundation models as species distribution models, finding they perform competitively without per-dataset tuning but are sensitive to biased data.

bioRxiv · Nov 9, 2026 · PreprintEcology