Incremental attribute reduction with rough set for dynamic datasets with simultaneously increasing samples and attributes

Attribute reduction with rough set is a popular data analysis methodology for data dimensionality reduction. For dynamic datasets, the existing research has mainly focused on incremental attribute reduction with increasing samples (rows) or attributes (columns), but there is hardly any further research on attribute reduction for dynamic datasets with simultaneously increasing samples and attributes. This paper presents a novel incremental...