Extended features based random vector functional link network for classification problem

• Main Authors: Malik, Ashwani Kumar, Ganaie, M. A., Tanveer, M., Suganthan, Ponnuthurai Nagaratnam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Deep Random Vector Functional Link; Ensemble Learning
• Online Access: https://hdl.handle.net/10356/163627
• Institution: Nanyang Technological University

Random vector functional link (RVFL) network has been successfully employed in diverse domains such as computer vision and machine learning, due to its universal approximation capability. Recently, the shallow RVFL architecture has been extended to deep architectures. In deep architectures, multiple...