.... Practically, the use of filter approaches is common; however, they neglect the correlations amid features. Conversely, wrapper approaches could not be applied due to their complexities. Moreover, in particular, existing feature selection methods could not handle such data, which is one of the major causes...

... with the global search proposed in this paper. The statistical analysis of the results proves outperforming of the proposed method. Finally, 18 benchmark feature selection problems were used to test the algorithms and were compared with recent methods proposed in the literature. Originality/value...

... and feature selection technique to select relevant instances and features, leading to better classification, and to a simplification of the data. Cornelio Yáñez-Márquez is the corresponding author and can be contacted at: coryanez@gmail.com 29 06 2016 18 06 2017 03 07 2017 ©...

...Jiunn-Liang Guo; Hei-Chia Wang; Ming-Way Lai Purpose – The purpose of this paper is to develop a novel feature selection approach for automatic text classification of large digital documents – e-books of online library system. The main idea mainly aims on automatically identifying the discourse...