Improving deep representation learning for fuzzy clustering

• Main Author: Song, Kang
• Other Authors: Lihui Chen
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Deep fuzzy clustering
• Online Access: https://hdl.handle.net/10356/182967
• Institution: Nanyang Technological University

Deep clustering has gained popularity over the past decade due to the superior feature representation learning capability of deep neural networks. Many research works proposed novel approaches to improve the feature representation learning of the deep neural network for better clustering performance...