Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data

L Zhang, Y Shi, YC Chang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Heterogeneous big data poses many challenges in machine learning. Its enormous scale,
high dimensionality, and inherent uncertainty make almost every aspect of machine learning …

[BOOK][B] Distributed Learning for Robust Fuzzy Neural Networks

L Zhang - 2023 - search.proquest.com
Uncertainty processing and privacy preservation are two particularly signifcant issues
machine learning models need to consider when dealing with real-world data. To date …