Chunyu Hu

A coarse-to-fine feature selection method for accurate detection of cerebral small vessel disease

2016

Cerebral small vessel disease (SVD) is common in the elderly and is associated with loss of functional independence, institutionalization, and death. In this paper, we propose a coarse-to-fine feature selection method for accurate SVD detection …

Online Support Vector Machine with a Single Pass for Streaming Data

2022 · Mathematics

In this paper, we focus on training a support vector machine (SVM) online with a single pass over streaming data.Traditional batch-mode SVMs require previously prepared training data; these models may be unsuitable for streaming data …