Journal Paper

• Chao Li, Korkut Kaan Tokgoz, Masamoto Fukawa, Jim Bartels, Takumi Ohashi, Ken-ichi Takeda, Hiroyuki Ito. Data Augmentation for Inertial Sensor Data in CNNs for Cattle Behavior Classification, IEEE Sensors Letters, Vol. 5, No. 11, Oct. 2021.

Domestic Conference (Not reviewed / Unknown)

• Chao Li, Hiroyuki Ito. Cattle Behavior Recognition Using Deep Learning Methods on Limited Sensory Data, IEICE-ICD Young Researchers Forum, Dec. 2021.
• Ikumi Rachi, Korkut Kaan Tokgoz, Masamoto Fukawa, Chao Li, Jim Bartels, Sihan A, Sangyeop Lee, Ken-ichi Takeda, Hiroyuki Ito. 加速度センサを用いたウシ行動推定におけるサンプリングレートの検討, LSIシステムワークショップ, 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 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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