Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
394679 | Information Sciences | 2012 | 12 Pages |
Abstract
This paper proposes an improved learning algorithm for classification which is referred to as voting based extreme learning machine. The proposed method incorporates the voting method into the popular extreme learning machine (ELM) in classification applications. Simulations on many real world classification datasets have demonstrated that this algorithm generally outperforms the original ELM algorithm as well as several recent classification algorithms.
Keywords
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Jiuwen Cao, Zhiping Lin, Guang-Bin Huang, Nan Liu,