Properties of Direct Multi-Step Ahead Prediction of Chaotic Time Series and Out-of-Bag Estimate for Model Selection. - Shuichi Kurogi; Ryosuke Shigematsu; Kohei Ono (ICONIP (2), 2014)

Probabilistic Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizons for Obtaining Plausible Predictions. - Shuichi Kurogi; Mitsuki Toidani; Ryosuke Shigematsu; Kazuya Matsuo (ICONIP (3), 2015)

Performance improvement via bagging in probabilistic prediction of chaotic time series using similarity of attractors and LOOCV predictable horizon. - Shuichi Kurogi; Mitsuki Toidani; Ryosuke Shigematsu; Kazuya Matsuo (Neural Comput. Appl., 2018)