Machine learning (ML) has been frequently used to build intelligent systems in many problem domains, including cybersecurity. For malicious network activity detection, ML-based intrusion detection (IDSs) are promising due their ability classify attacks autonomously after process. However, this is a challenging task the vast number of available methods current literature, ML classification algor...

Our objective was to compare self-reported health-related quality of life (HRQOL) for U.S. veterans with multiple sclerosis (MS) on disease-modifying agents with provider reports of HRQOL from standard disability measures. We conducted a 3-year prospective observational study of 204 subjects who used interferon beta or glatiramer acetate and compared subjects' responses on the Veterans Short-Fo...

The relationship between positive mental health and well-being was examined in 604 North Indian high school and secondary high school going children aged 11–18 years. The study employed various scales such as Mental Health Continuum-Short Form (MHC-SF; Keyes, 2005), Scale of Positive and Negative Experiences (SPANE) and Flourishing Scale (FS; Diener et al., 2010), World Health Organization Qual...

In this paper, we report our experience researching with very young children (age 3 to 5 years old) in a series of evaluation study in one local nursery in the UK. A new evaluation tool, named the Fun Semantic Differential Scale (FSDS) has been developed and tested with the nursery children to understand how they respond to it. We report on our experience of using these scales to evaluate the f...

TMEFF2 is a type I transmembrane protein with two follistatin (FS) and one EGF-like domain over-expressed in prostate cancer; however its biological role in prostate cancer development and progression remains unclear, which may, at least in part, be explained by its proteolytic processing. The extracellular part of TMEFF2 (TMEFF2-ECD) is cleaved by ADAM17 and the membrane-retained fragment is f...

Intensifying winter wheat ( Triticum aestivum)–grain sorghum [ Sorghum bicolor (L.) Moench]–fallow (W–GS–FL) crop rotation with annual forages can increase productivity and resource use efficiency. The objective of this research was to quantify the impact increasing intensity by growing in a traditional W–GS–FL on cropping system productivity, water use, precipitation efficiency, net income. st...

Background: Corn silk (CS) is widely used in Iranian traditional medicine and Feijoa sellowiana(FS) is a native plant widespread in the Southern parts of Iran. The aim of the present study was to assess renal protective activities of CS and FS against dosage induced injury by ecstasy (MDMA) using insitu rat renal perfusion (IRRP) system.Methods: Hydro-alcoholic extract of CS and FS (10, 20, 40 ...