Multilayer Evolving Fuzzy Neural Networks with Self-Adaptive Dimensionality Compression for High-Dimensional Data Classification
High-dimensional data classification is widely considered as a challenging task in machine
learning due to the so-called “curse of dimensionality.” In this article, a novel multilayer …
learning due to the so-called “curse of dimensionality.” In this article, a novel multilayer …
A Dynamic Evolving Fuzzy System for Streaming Data Prediction
This paper proposes a dynamic evolving fuzzy system (DEFS) for streaming data prediction.
DEFS utilises the enhanced data potential and prediction errors of individual local models …
DEFS utilises the enhanced data potential and prediction errors of individual local models …