@article{CTT100885791,
  author = {Chao Li and Ludovico Minati and Korkut Kaan Tokgoz and Masamoto Fukawa and Jim Bartels and Sihan A and Ken-ichi Tekeda and Hiroyuki Ito},
  title = {Integrated Data Augmentation for Sensor Time series in Cattle Behavior Recognition: Roles of Sampling, Balancing and Fourier Surrogates},
  journal = {IEEE Sensors Journal},
  year = 2022,
}

@article{CTT100874039,
  author = {Jim Bartels and KORKUT KAAN TOKGOZ and SIHAN A and MASAMOTO FUKAWA and SHOHEI OTSUBO and CHAO LI and IKUMI RACHI and KEN-ICHI TAKEDA and LUDOVICO MINATI and HIROYUKI ITO},
  title = {TinyCowNet: Memory- and Power-Minimized RNNs Implementable on Tiny Edge Devices for Lifelong Cow Behavior Distribution Estimation},
  journal = {IEEE Access},
  year = 2022,
}

@article{CTT100874126,
  author = {Chao Li and Korkut Kaan Tokgoz and Masamoto Fukawa and Jim Bartels and Takumi Ohashi and Ken-ichi Takeda and Hiroyuki Ito},
  title = {Data Augmentation for Inertial Sensor Data in CNNs for Cattle Behavior Classification},
  journal = {IEEE Sensors Letters},
  year = 2021,
}

@inproceedings{CTT100873381,
  author = {良知郁実 and TokgozKorkutKaan and 府川 政元 and LIChao and BartelsJim and A SIHAN and 李尚曄 and 竹田謙一 and 伊藤浩之},
  title = {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},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100885797,
  author = {Chao Li and Korkut Kaan Tokgoz and Ayuka Okumura and Jim Bartels and Masamoto Fukawa and Kazuhiro Toda and Hiroaki Matsushima and Takumi Ohashi and Ken-ichi Takeda and Hiroyuki Ito},
  title = {Data Augmentation for Improving Deep Learning in Animal Behavior Classification},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100885796,
  author = {Chao Li and Korkut Kaan Tokgoz and Ayuka Okumura and Jim Bartels and Masamoto Fukawa and Kazuhiro Toda and Hiroaki Matsushima and Takumi Ohashi and Ken-ichi Takeda and Hiroyuki Ito},
  title = {Data Augmentation of Inertial Sensor Data for Cattle Activity Classification us-ing a Long-Short Term Memory Network},
  booktitle = {},
  year = 2021,
}