A survey of dimensionality reduction techniques based on random projection

Haozhe Xie, Jie Li, Hanqing Xue

Dimensionality reduction techniques play important roles in the analysis of big data. Traditional dimensionality reduction approaches, such as principal component analysis (PCA) an…