Ryosuke Shigematsu

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 1

Top Topics

Model Selection

Phase Space Reconstruction

Chaotic Time Series

Feed Forward Neural Networks

Top Venues

Neural Comput. Appl.

Publications

Shuichi Kurogi, Mitsuki Toidani, Ryosuke Shigematsu, Kazuya Matsuo
Performance improvement via bagging in probabilistic prediction of chaotic time series using similarity of attractors and LOOCV predictable horizon. Neural Comput. Appl. 29 (9) (2018)
Shuichi Kurogi, Mitsuki Toidani, Ryosuke Shigematsu, Kazuya Matsuo
Probabilistic Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizons for Obtaining Plausible Predictions. ICONIP (3) (2015)
Shuichi Kurogi, Ryosuke Shigematsu, Kohei Ono
Properties of Direct Multi-Step Ahead Prediction of Chaotic Time Series and Out-of-Bag Estimate for Model Selection. ICONIP (2) (2014)