Jianyu Miao

A Survey on Feature Selection

Jianyu Miao, Lingfeng Niu · Procedia Computer Science · 2016 · 531 citations · Full text

Image Analysis, Machine Learning, Data Science +14

Feature Selection With <inline-formula> <tex-math notation="LaTeX">$\ell_{2,1-2}$ </tex-math> </inline-formula> Regularization

Yong Shi, Jianyu Miao, Zhengyu Wang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 75 citations

Graph regularized locally linear embedding for unsupervised feature selection

Jianyu Miao, Tiejun Yang, Lijun Sun et al. · Pattern Recognition · 2021 · 67 citations

Engineering, Graph Theory, Machine Learning +8

Unsupervised feature selection by non-convex regularized self-representation

Jianyu Miao, Yuan Ping, Zhensong Chen et al. · Expert Systems with Applications · 2021 · 36 citations

Image Analysis, Machine Learning, Data Science +7

Lightweight-VGG: A Fast Deep Learning Architecture Based on Dimensionality Reduction and Nonlinear Enhancement for Hyperspectral Image Classification

Xuan Fei, Sijia Wu, Jianyu Miao et al. · Remote Sensing · 2024 · 23 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16