@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 = {Ikumi Rachi and Korkut Kaan Tokgoz and Masamoto Fukawa and Chao Li and Jim Bartels and Sihan A and Sangyeop Lee and Ken-ichi Takeda and Hiroyuki Ito}, 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, }