Song, Yinglei; Li, Yongzhong; Qu, Junfeng - In: International Journal of Data Warehousing and Mining (IJDWM) 14 (2018) 4, pp. 20-37
This article develops a new approach for supervised dimensionality reduction. This approach considers both global and … reduction. Testing results show that, on average, this new approach can achieve more accurate results for dimensionality … data sets and image databases. Its performance is also compared with a few other existing approaches for dimensionality …