Journal
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Ryoma Otsuka,
Naoya Yoshimura,
Kei Tanigaki,
Shiho Koyama,
Yuichi Mizutani,
Ken Yoda,
Takuya Maekawa,
"Exploring deep learning techniques for wild animal behaviour classification using animal‐borne accelerometers,"
Methods in Ecology and Evolution (MEE),
March 2024.
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Kei Tanigaki,
Otsuka Ryoma,
Aiyi Li,
Hatano Yota,
Yuanzhou Wei,
Koyama Shiho,
Ken Yoda,
Takuya Maekawa,
"Automatic recording of rare behaviors of wild animals using video bio-loggers with on-board light-weight outlier detector,"
PNAS Nexus (PNAS Nexus),
vol.3,
no.1,
pp.pgad447,
January 2024.
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Kei Tanigaki,
Teoh, Chuin, Tze,
Naoya Yoshimura,
Takuya Maekawa,
Takahiro Hara,
"Predicting Performance Improvement of Human Activity Recognition Model by Additional Data Collection,"
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT),
vol.6,
no.3,
pp.1-33,
September 2022.
International Conference
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Yukihiro Kadono,
Aoyama Kazuyoshi,
Ryuichiro Okuda,
Yuma Dose,
Kei Tanigaki,
Otsuka Ryoma,
Takuya Maekawa,
"VNAGI : Virtual Nature Avian Game Interactive,"
International Symposium on Hierarchical Bio-Navigation ,
March 2024.
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Ryoma Otsuka,
Naoya Yoshimura,
Kei Tanigaki,
Shiho Koyama,
Yuichi Mizutani,
Ken Yoda,
Takuya Maekawa,
"A trial for wild animal behaviour classification using animal-borne accelerometers and deep learning techniques,"
The International Bio-Logging Science Symposium (BLS),
March 2024.
Domestic Conference
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谷垣 慶,
前川 卓也,
原 隆浩,
"人間行動認識における汎用行動モデルの構築とその応用に関する検討利用,"
情報処理学会 ユビキタスコンピューティングシステム研究会 (UBI),
2023年11月.
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谷垣 慶,
Teoh, Chuin, Tze,
吉村 直也,
前川 卓也,
原 隆浩,
"行動認識モデル構築における追加学習データ収集支援のための認識精度向上予測に関する検討,"
情報処理学会 ユビキタスコンピューティングシステム研究会 (UBI),
2021年11月.
GitHub