Imbalanced class data is a common issue faced in classification tasks. Deep Belief Networks (DBN) is a promising deep learning algorithm when learning from complex feature input. However, when handling imbalanced class data, DBN encounters low performance as other machine learning algorithms. In this paper, the genetic algorithm (GA) and bootstrap

Doppler ultrasound is used in obstetrics and gynecology fields to serve as the complement mode in the standard prenatal scan. It aids in investigating fetus blood flow in expectant mothers’ wombs, usually those who come with pregnancy complications. In the conventional ultrasound beam, the heat produced by attenuation is distributed over the area

Higher education institutions in Malaysia have been facing an overwhelming demand to provide adequate facilities and resources to assist with students’ learning. The resources mentioned include ICT facilities, offices, libraries, as well as positive learning environments. Thus, this study aimed to investigate the level of students’ satisfaction

This paper is a pilot study of the effect of external forcing and passive control on the generation of airfoil whistle noise. Interaction between instability travelling inside laminar boundary layer with the airfoil trailing edge produces discrete tonal noise. This phenomenon commonly found at low-to-moderate Reynolds numbers. The characteristics a

INTRODUCTION MASJID is a place where purity and sanctity are kept for the Muslim to perform their ibadah. Nevertheless, the role of masjid also expanded to respond to the teachings of Prophet Muhammad (PBUH) that masjid also act as a centre that could provide services for the non-Muslims. In the Qur’an verse (2:143) – “And thus we have made y

Deformity correction remains a challenge to treat. However, with the advancement of corrective osteotomy and illizarov external fixation, these complex deformities are better addressed. We report a case of atrophic non- union seen in a seventeen-year-old boy who was initially treated with locking plate following an open fracture to his left distal

ABSTRACT This study investigates the level of women’s empowerment in Omani society from the point of view of female university students from three public universities with respect to educational opportunity, equality in employment and their social status in the community. The study proposes a model for how to empower women based on the perception

The homestay program was getting recognition since the early of 2000’s. It is one of the contribution to the country’s economy. However, there are less study made for measuring the effect on perceived value and satisfaction of a tourist staying in the homestay. Thus, this study aims to examine the effects on perceived value on the satisfaction

Despite the widely documented excellent purification capacity of membranes, their main drawback—fouling—is still being extensively researched with a view to finding a sustainable solution. Fouling simply implies the process that results in the performance loss of a membrane due to the deposition of suspended or dissolved matters onto its extern

“Pendidikan Abad ke-21” (PAK21) telah mempengaruhi dan mengambil alih teknik pembelajaran dan pengajaran dalam sistem pendidikan di Malaysia. Pada masa yang sama, hubungkait antara Maqasid Syariah dengan pendidikan abad ke-21 kini dilihat perlu dalam mengharmonikan kemajuan dalam bidang pendidikan agar selari dengan prinsip Maqasid Syariah yang