Frost Forecast using Machine Learning - from association to causality. - Liya Ding; Kosuke Noborio; Kazuki Shibuya (KES, 2019)

Modelling and learning cause-effect - application in frost forecast. - Liya Ding; Kosuke Noborio; Kazuki Shibuya (KES, 2020)

Frost Prediction for Vineyard Using Machine Learning. - Yosuke Tamura; Liya Ding; Kosuke Noborio; Kazuki Shibuya (SCIS/ISIS, 2020)

Ensemble causal modelling for frost forecast in vineyard. - Liya Ding; Yosuke Tamura; Shugo Yoshida; Kenta Owada; Tatsuya Toyoda; Yuto Morishita; Kosuke Noborio; Kazuki Shibuya (KES, 2021)

A dual-probe heat pulse-based sensor that simultaneously determines soil thermal properties, soil water content and soil water matric potential. - Yuki Kojima; Tomoyuki Kawashima; Kosuke Noborio; Kohji Kamiya; Robert Horton (Comput. Electron. Agric., 2021)

Frost forecast - a practice of machine learning from data. - Liya Ding; Yosuke Tamura; Kosuke Noborio; Kazuki Shibuya (Int. J. Reason. based Intell. Syst., 2021)

Frost Forecasting System with Multiple Models of Machine Learning. - Shugo Yoshida; Liya Ding; Kosuke Noborio; Kazuki Shibuya (MLIS, 2022)