Deep learning-assisted comparative analysis of animal trajectories with DeepHL
Maekawa, Takuya, Ohara, Kazuya, Zhang, Yizhe, Fukutomi, Matasaburo, Matsumoto, Sakiko, Matsumura, Kentarou, Shidara, Hisashi, Yamazaki, Shuhei J., Fujisawa, Ryusuke, Ide, Kaoru, Nagaya, Naohisa, Yamazaki, Koji, Koike, Shinsuke, Miyatake, Takahisa, Kimura, Koutarou D., Ogawa, Hiroto, Takahashi, Susumu, Yoda, Ken
Published in Nature communications (20.10.2020)
Published in Nature communications (20.10.2020)
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Journal Article
HML4Rec: Hierarchical meta-learning for cold-start recommendation in flash sale e-commerce
Li, Zhi, Amagata, Daichi, Zhang, Yihong, Maekawa, Takuya, Hara, Takahiro, Yonekawa, Kei, Kurokawa, Mori
Published in Knowledge-based systems (14.11.2022)
Published in Knowledge-based systems (14.11.2022)
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Journal Article
Cross-species behavior analysis with attention-based domain-adversarial deep neural networks
Maekawa, Takuya, Higashide, Daiki, Hara, Takahiro, Matsumura, Kentarou, Ide, Kaoru, Miyatake, Takahisa, Kimura, Koutarou D., Takahashi, Susumu
Published in Nature communications (17.09.2021)
Published in Nature communications (17.09.2021)
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Journal Article
Exploring deep learning techniques for wild animal behaviour classification using animal‐borne accelerometers
Otsuka, Ryoma, Yoshimura, Naoya, Tanigaki, Kei, Koyama, Shiho, Mizutani, Yuichi, Yoda, Ken, Maekawa, Takuya
Published in Methods in ecology and evolution (01.04.2024)
Published in Methods in ecology and evolution (01.04.2024)
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Journal Article
Few-Shot and Weakly Supervised Repetition Counting With Body-Worn Accelerometers
Nishino, Yuuki, Maekawa, Takuya, Hara, Takahiro
Published in Frontiers in computer science (Lausanne) (14.07.2022)
Published in Frontiers in computer science (Lausanne) (14.07.2022)
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Journal Article
Machine learning enables improved runtime and precision for bio-loggers on seabirds
Korpela, Joseph, Suzuki, Hirokazu, Matsumoto, Sakiko, Mizutani, Yuichi, Samejima, Masaki, Maekawa, Takuya, Nakai, Junichi, Yoda, Ken
Published in Communications biology (30.10.2020)
Published in Communications biology (30.10.2020)
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Journal Article
Automatic identification of differences in behavioral co-occurrence between groups
Tian, Yiming, Maekawa, Takuya, Korpela, Joseph, Amagata, Daichi, Hara, Takahiro, Matsumoto, Sakiko, Yoda, Ken
Published in Animal biotelemetry (05.06.2021)
Published in Animal biotelemetry (05.06.2021)
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Journal Article
STEFTR: A Hybrid Versatile Method for State Estimation and Feature Extraction From the Trajectory of Animal Behavior
Yamazaki, Shuhei J, Ohara, Kazuya, Ito, Kentaro, Kokubun, Nobuo, Kitanishi, Takuma, Takaichi, Daisuke, Yamada, Yasufumi, Ikejiri, Yosuke, Hiramatsu, Fumie, Fujita, Kosuke, Tanimoto, Yuki, Yamazoe-Umemoto, Akiko, Hashimoto, Koichi, Sato, Katsufumi, Yoda, Ken, Takahashi, Akinori, Ishikawa, Yuki, Kamikouchi, Azusa, Hiryu, Shizuko, Maekawa, Takuya, Kimura, Koutarou D
Published in Frontiers in neuroscience (28.06.2019)
Published in Frontiers in neuroscience (28.06.2019)
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