Time series classification using diversified Ensemble Deep Random Vector Functional Link and Resnet features

• Main Authors: Cheng, Wenxin, Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Time Series Classification; Ensemble Deep Learning
• Online Access: https://hdl.handle.net/10356/160251
• Institution: Nanyang Technological University

Random Vector Functional Link (RVFL) is popular among researchers in many areas of machine learning. RVFL is preferred by many researchers as RVFL can produce good performance with relatively little training time. Recent works extend RVFL into deep and ensemble versions. However, RVFL does not have...