Representation learning using deep random vector functional link networks for clustering

• المؤلفون الرئيسيون: Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Random Vector Functional Link; Unsupervised Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/161793
• المؤسسة: Nanyang Technological University

Random Vector Functional Link (RVFL) Networks have received a lot of attention due to the fast training speed as the non-iterative solution characteristic. Currently, the main research direction of RVFLs has supervised learning, including semi-supervised and multi-label. There are hardly any unsuper...