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cs.LG2023★ 1 cited
Online Sparse Streaming Feature Selection Using Adapted Classification
RuiYang Xu, Di Wu, Xin Luo
Traditional feature selections need to know the feature space before learning, and online streaming feature selection (OSFS) is proposed to process streaming features on the fly. E…
cs.LG2022
An Adam-adjusting-antennae BAS Algorithm for Refining Latent Factors
Yuanyi Liu, Jia Chen, Di Wu
Extracting the latent information in high-dimensional and incomplete matrices is an important and challenging issue. The Latent Factor Analysis (LFA) model can well handle the high…
cs.LG2022
A Differential Evolution-Enhanced Latent Factor Analysis Model for High-dimensional and Sparse Data
Jia Chen, Di Wu, Xin Luo
High-dimensional and sparse (HiDS) matrices are frequently adopted to describe the complex relationships in various big data-related systems and applications. A Position-transition…