論文

• Chao Li, Ludovico Minati, Korkut Kaan Tokgoz, Masamoto Fukawa, Jim Bartels, Sihan A, Ken-ichi Tekeda, Hiroyuki Ito. Integrated Data Augmentation for Sensor Time series in Cattle Behavior Recognition: Roles of Sampling, Balancing and Fourier Surrogates, IEEE Sensors Journal, vol. 22, no. 24, pp. 24230-24241, Nov. 2022.
• Jim Bartels, KORKUT KAAN TOKGOZ, SIHAN A, MASAMOTO FUKAWA, SHOHEI OTSUBO, CHAO LI, IKUMI RACHI, KEN-ICHI TAKEDA, LUDOVICO MINATI, HIROYUKI ITO. TinyCowNet: Memory- and Power-Minimized RNNs Implementable on Tiny Edge Devices for Lifelong Cow Behavior Distribution Estimation, IEEE Access, Vol. 10, pp. 32706 - 32727, Mar. 2022.
• 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.

国内会議発表 (査読なし・不明)

• 良知郁実, TokgozKorkutKaan, 府川 政元, LIChao, BartelsJim, A SIHAN, 李尚曄, 竹田謙一, 伊藤浩之. 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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