Basma Mostafa Abdelghany

An intelligent approach for improving feature reduction \ منهج ذكى لتحسين اختزال الخصائص Basma Mostafa Abdelghany ; Supervised Mohammed H. Rasmy , Mohammed Elbeltagy , Mohamed Saleh - Cairo : Basma Mostafa Abdelghany , 2013 - 89 Leaves : facsimiles ; 30cm

Thesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Operation Research and Decision Support

The proliferation of `Big Data` [2] in real- world applications makes efficient data mining challenging to achieve . Big data involve problems with high dimensionality and a large number of instances that become difficult to process using traditional data mining tools . Consequently there's a growing need for improving existing dimenionality reduction techniques



Ant colony optimization Classification Data mining