3 papers
cs.IR2018
Text classification based on ensemble extreme learning machine
Ming Li, Peilun Xiao, Ju Zhang
In this paper, we propose a novel approach based on cost-sensitive ensemble weighted extreme learning machine; we call this approach AE1-WELM. We apply this approach to text classi…
cs.IR2018
Hybrid Adaptive Fuzzy Extreme Learning Machine for text classification
Ming Li, Peilun Xiao, Ju Zhang
In traditional ELM and its improved versions suffer from the problems of outliers or noises due to overfitting and imbalance due to distribution. We propose a novel hybrid adaptive…
cs.CL2017
A WL-SPPIM Semantic Model for Document Classification
Ming Li, Peilun Xiao, Ju Zhang
In this paper, we explore SPPIM-based text classification method, and the experiment reveals that the SPPIM method is equal to or even superior than SGNS method in text classificat…