Ryosuke Shigematsu

Performance improvement via bagging in probabilistic prediction of chaotic time series using similarity of attractors and LOOCV predictable horizon

Shuichi Kurogi, Kazuya Matsuo, Mitsuki Toidani, 2017, Neural Computing and Applications.

Properties of Direct Multi-Step Ahead Prediction of Chaotic Time Series and Out-of-Bag Estimate for Model Selection

Shuichi Kurogi, Kohei Ono, Ryosuke Shigematsu, 2014, ICONIP.

Probabilistic Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizons for Obtaining Plausible Predictions

Shuichi Kurogi, Kazuya Matsuo, Mitsuki Toidani, 2015, ICONIP.