Abstract Epilepsy is a neurological disorder characterized by recurrent seizures and has high incidence rate. The aim of this research to classify EEG signals as either focal non-focal in order identify the epileptogenic area brain, which can be surgically treated manage epilepsy. In paper, was proposed classification method based on higher spectra (HOS) parameters four different classifiers: l...

Year 2010 massive flood hit the northern region of Peninsular Malaysia particularly Perlis and Kedah involved several districts and destroyed many agricultural areas and the infrastructure. This study focuses on the comparison between pixel-based classification and object-based classification of five machine learning algorithms including Parallelepiped (PP), Minimum Distance (MD), Maximum Likel...

Types of files (text, executables, Jpeg images, etc.) can be identified through file extension, magic number, or other header information in the file. However, they are easy to be tampered or corrupted so cannot be trusted as secure ways to identify file types.In the presence of adversaries, analyzing the file content may be a more reliable way to identify file types, but existing approaches of...