[Free GPT-4]
B Guan, T Xu, Y Zhao, Y Li, X Dong - Knowledge-Based Systems, 2022 - Elsevier
As the dimensionality and complexity of datasets increase, such as biological data, the
demand for fast and efficient technologies to detect relevant feature information from these …

Cognitive assessment prediction in Alzheimer's disease by multi-layer multi-target regression

X Wang, X Zhen, Q Li, D Shen, H Huang - Neuroinformatics, 2018 - Springer
Accurate and automatic prediction of cognitive assessment from multiple neuroimaging
biomarkers is crucial for early detection of Alzheimer's disease. The major challenges arise …

Stability-based generalization analysis of distributed learning algorithms for big data

X Wu, J Zhang, FY Wang - IEEE Transactions on Neural …, 2019 - ieeexplore.ieee.org
As one of the efficient approaches to deal with big data, divide-and-conquer distributed
algorithms, such as the distributed kernel regression, bootstrap, structured perception …