13 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.LG2015★ 1 cited
Differential Search Algorithm-based Parametric Optimization of Fuzzy Generalized Eigenvalue Proximal Support Vector Machine
M. H. Marghny, Rasha M. Abd ElAziz, Ahmed I. Taloba
Support Vector Machine (SVM) is an effective model for many classification problems. However, SVM needs the solution of a quadratic program which require specialized code. In addit…
cs.NE2014★ 13 cited
An Effective Evolutionary Clustering Algorithm: Hepatitis C Case Study
M. H. Marghny, Rasha M. Abd El-Aziz, Ahmed I. Taloba
Clustering analysis plays an important role in scientific research and commercial application. K-means algorithm is a widely used partition method in clustering. However, it is kno…
cs.LG2014★ 9 cited
Outlier Detection using Improved Genetic K-means
M. H. Marghny, Ahmed I. Taloba
The outlier detection problem in some cases is similar to the classification problem. For example, the main concern of clustering-based outlier detection algorithms is to find clus…