Yuhong Xu

Adaptive Classifier Ensemble Method Based on Spatial Perception for High-Dimensional Data Classification

2019 · IEEE Transactions on Knowledge and Data Engineering

Classifying high-dimensional small-size data is challenging in the field of pattern recognition. Traditional ensemble learning methods have several limitations: 1) sample-space based methods are easily affected by noise and redundant features; 2) feature-space based methods …