@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{CTT100874129, author = {Chao LI and Korkut Kaan TOKGOZ and Ayuka OKUMURA and Jim BARTELS and Kazuhiro TODA and Hiroaki MATSUSHIMA and Takumi OHASHI and Ken-ichi TAKEDA and Hiroyuki Ito}, title = {A Data Augmentation Method for Cow Behavior Estimation Systems Using 3-Axis Acceleration Data and Neural Network Technology}, journal = {IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences}, 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, }