論文

• Chao LI, Korkut Kaan TOKGOZ, Ayuka OKUMURA, Jim BARTELS, Kazuhiro TODA, Hiroaki MATSUSHIMA, Takumi OHASHI, Ken-ichi TAKEDA, Hiroyuki Ito. A Data Augmentation Method for Cow Behavior Estimation Systems Using 3-Axis Acceleration Data and Neural Network Technology, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E105.A, No. 4, pp. 655-663, Apr. 2022.

国際会議発表 (査読有り)

• Chao Li, Korkut Kaan Tokgoz, Ayuka Okumura, Jim Bartels, Kazuhiro Toda, Hiroaki Matsushima, Takumi Ohashi, Ken-ichi Takeda, Hiroyuki Ito. Data Augmentation for Cow Behavior Estimation Systems Based on Neural Network Technology, International Workshop on Smart Info-Media Systems in Asia, Dec. 2020.

国内会議発表 (査読有り)

• 奥村歩加, 黄 宸佑, 齋藤 直彦, 戸田和宏, 松島宏明, 伊藤浩之, 浅川 純子, 竹田謙一. 放牧牛の行動予測に必要なデータのサンプリング間隔がノルム波形に及ぼす影響, Sept. 2019.

国内会議発表 (査読なし・不明)

• Chao Li, Korkut Kaan Tokgoz, Ayuka Okumura, Jim Bartels, Masamoto Fukawa, Kazuhiro Toda, Hiroaki Matsushima, Takumi Ohashi, Ken-ichi Takeda, Hiroyuki Ito. Data Augmentation for Improving Deep Learning in Animal Behavior Classification, IEICE LSI and System Workshop, May 2021.
• Chao Li, Korkut Kaan Tokgoz, Ayuka Okumura, Jim Bartels, Masamoto Fukawa, Kazuhiro Toda, Hiroaki Matsushima, Takumi Ohashi, Ken-ichi Takeda, Hiroyuki Ito. Data Augmentation of Inertial Sensor Data for Cattle Activity Classification us-ing a Long-Short Term Memory Network, 集積回路研究会（ICD）学生・若手研究会, Mar. 2021.

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