Fuzzy C-Means Clustering-Driven Pooling for Robust and Generalizable Convolutional Neural Networks
Abstract
This paper introduces a fuzzy C-means-based pooling layer for convolutional neural networks that explicitly models local uncertainty and ambiguity. Conventional pooling operations, such as max and average, apply rigid aggrega... | Find, read and cite all the research you need on Tech Science Press
Fields of Study & Subjects
Advanced Neural Network Applications
Advanced Clustering Algorithms Research
Machine Learning and Data Classification
Publication details
- Journal / source
- Computers, materials & continua/Computers, materials & continua (Print)
- Volume
- 87
- Issue
- 2
- Pages
- 1–10
- Publication date
- 1 January 2026
- Language
- EN