Weighted extreme learning machine for imbalance learning

• المؤلفون الرئيسيون: Zong, Weiwei, Huang, Guang-Bin, Chen, Yiqiang
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computing methodologies
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/101003; http://hdl.handle.net/10220/16691

Extreme learning machine (ELM) is a competitive machine learning technique, which is simple in theory and fast in implementation. The network types are “generalized” single hidden layer feedforward networks, which are quite diversified in the form of variety in feature mapping functions or kernels....