Multi-Subspace Neural Network for Image Recognition

no code implementations • 17 Jun 2020 • Chieh-Ning Fang, Chin-Teng Lin

Associating subspace with the deep network is a novel designing, providing various viewpoints of data.

General Classification Image Classification

Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface

no code implementations • 26 May 2019 • Chin-Teng Lin, Kuan-Chih Huang, Yu-Ting Liu, Yang-Yin Lin, Tsung-Yu Hsieh, Nikhil R. Pal, Shang-Lin Wu, Chieh-Ning Fang, Zehong Cao

This investigation extends that study, clarifies some issues related to our earlier work, provides the algorithm for generation of the oversamples, applies the method on several benchmark data sets, and makes application to three Brain Computer Interface (BCI) applications.

Classification EEG +2