Tianyuan Jia

FS-GSR: Graph-based scoring and sparse reconstruction for group streaming feature selection

Abstract High-dimensional data often presents the core challenge of features arriving dynamically in grouped streams. This paper proposes a novel feature selection algorithm named Feature Selection with Group Streaming via Graph-based Scoring and Sparse Reconstruction (FS-GSR). T...