- 論文誌
- [1] Shuhei J. Yamazaki, Kazuya Ohara, Kentaro Ito, Nobuo Kokubun, Takuma Kitanishi, Daisuke Takaichi, Yasufumi Yamada, Yosuke Ikejiri, Fumie Hiramatsu, Kosuke Fujita, Yuki Tanimoto, Akiko Yamazoe-Umemoto, Koichi Hashimoto, Katsufumi Sato, Ken Yoda, Akinori Takahashi, Yuki Ishikawa, Azusa Kamikouchi, Shizuko Hiryu, Takuya Maekawa, and Koutarou D. Kimura, "Steftr: a Hybrid Versatile Method for State Estimation and Feature Extraction from the Trajectory of Animal Behavior," Frontiers in Neuroscience, volume 13, June 2019.
- 国際会議
- [1] Lyu Yuan, Daichi Amagata, Takuya Maekawa, Takahiro Hara, Niu Hao, Yonekawa Kei, and Kurokawa Mori, "Behavior Matching between Different Domains Based on Canonical Correlation Analysis," In WWW International Workshop on e-Commerce and NLP (ECNLP), May 2019.
- [2] Shuhei Yamazaki, Yosuke Ikejiri, Fumie Hiramatsu, Akiko Yamazoe-Umemoto, Kosuke Fujita, Yuki Tanimoto, Koichi Hashimoto, Takuya Maekawa, and Kotaro Kimura, "Learning-Dependent Behavioral Modulation of Sensory Behavior Revealed by Machine Learning and Optophysiological Analysis in a Virtual Environment," 21st International C. elegans Conference, June 2017.
- [3] Kotaro Kimura, Shuhei Yamazaki, Ichiro Takeuchi, and Takuya Maekawa, "Pan-Behavioromics: Comprehensive Analysis of Worms Behavior Using Machine Learning Methods and Its Application to Animals in General," 21st International C. elegans Conference, June 2017.
- [4] Takuya Maekawa, Kazuya Ohara, Yizhe Zhang, Kotaro Kimura, and Shuhei Yamazaki, "Comparative Analysis of Worms Behavior with Deep Neural Networks," 21st International C. elegans Conference, June 2017.
- [5] Yusuke Gotoh, Tomoki Yoshihisa, Hideo Taniguchi, and Masanori Kanazawa, "A Scheduling Method for Selective Contents Broadcasting with Node Relay-Based Webcast Considering User Behavior," In Proc. of Intl Conf. on Advances in Mobile Computing and Multimedia (MoMM 2009), pages 28-35 December 2009.
- 国内研究会
- [1] Kotaro Kimura, Shuhei Yamazaki, Yosuke Ikejiri, and Takuya Maekawa, "Trajectory Analysis of Navigation by Machine Learning: Experience-Dependent Modulation of Olfactory Behavior in C. Elegans," The 41st Annual Meeting of the Japan Neuroscience Society, July 2018.
- [2] Matasaburo Fukutomi, Hisashi Shidara, Kazuya Ohara, Kazuya Nishi, Takuto Sakuma, Takuya Maekawa, Ichiro Takeuchi, and Hiroto Ogawa, "Trajectory Analysis of Bio-Navigation by Using Machine Learning: Time-Series Data Analysis in Cricket Escape Behavior," The 41st Annual Meeting of the Japan Neuroscience Society, July 2018.
- [3] 東出 大輝, 前川 卓也, 天方 大地, 原 隆浩, 水谷 友一, 鈴木 宏和, 依田 憲, "生物移動情報分析における個体属性差による行動差異の発見支援," 第62回システム制御情報学会研究発表講演会(SCI18), 2018年5月.
- 基調講演/セミナー・パネル討論等
- [1] Takuya Maekawa, "Time-Series Analysis for Animal Behavior Understanding," Invited talk, The 50th ISCIE International Symposium on Stochastic Systems Theory and Its Applications, November 2018.
