ملخص الدراسة: Sentiment analysis or opinion mining is a process of analyzing opinions and emotions to infer the tendencies and impressions shown on the analyzed data and classify them as positive or negative. Sentiment analysis is extremely important because it helps companies and institutions to measure the scope of their customer’s satisfaction with a specific […]

ملخص الدراسة: Based on the best published research from Stanford University, the CheXNet algorithm was developed to diagnose and detect pneumonia from chest X-rays. To achieve better performance than experienced radiologists from the same university, simple changes were made to the algorithm to diagnose 14 pathological condition in the chest X-ray with a performance that […]

ملخص الدراسة: In a time of catastrophes like war or earthquake,_x000D__x000D_ people forced to leave their houses and live in tents or remote_x000D__x000D_ areas. In both cases, utilities such as electricity, hot water, and_x000D__x000D_ probably toilet need to be provided urgently. Maker movement_x000D__x000D_ creates a creativity on the mind of engineers. Engineers use_x000D__x000D_ knowledge, which […]

ملخص الدراسة: Penetration of renewable resources increases the global demand for high-efficient Energy Storage Technology (EST) that deals with reduction in the emission of green-house gases causing environmental hazards/pollutions, thereby ensures cleaner environment and more reliable energy storing systems. This article provides a mini review on various types of Electrical Energy Storage Technologies (EEST), which […]

ملخص الدراسة: The Gaza Strip has been suffering from extreme conditions of political conflicts, underdevelopment, poverty, shortage and salinity of water, etc. Most of these conditions resulted from extreme human behavior creating real disasters. Natural disasters had been known since long time, and recently, human disasters became more understandable after several wars had resulted in […]

ملخص الدراسة: Mobile computing is an important field in information technology, because of widely using mobile devises and mobile applications. Clustering is a substantial task gives good results with information retrieval (IR); it aims to put automatically similar applications in one cluster. In this paper, we present an unsupervised machine learning based system for automatic […]

ملخص الدراسة: In this paper, an effective transmission scheme is proposed for asynchronous cooperative networks with two relays. The need for synchronization is obviated by allowing a single relay to be active in each time-slot of the transmission. However, the scheme still achieves a cooperative diversity order of two through some simple operations introduced at […]

ملخص الدراسة: Quadrature spatial modulation (QSM) has been recently proposed for MIMO communication systems. It comes to enhance the overall throughput over conventional spatial modulation (SM) techniques. This article investigates the using of this new SM technique in Multi-user MIMO networks, denoted here as MU-QSM. Unlike existing SM techniques, the QSM creates additional spatial constellation […]

ملخص الدراسة: Conventional methods of traffic light systems are unable to deal with the ongoing issues surrounding congestion. The current traffic light models are not suited to tackle problems such as traffic jams, ease of access for emergency vehicles and prevention of accidents. In order to counteract these issues, we propose the ‘Smart traffic light […]

ملخص الدراسة: Orthogonal frequency-division multiplexing (OFDM) systems suffer from significant out-of-band (OOB) radiation. All existing techniques have several drawbacks as wasting spectral or time resources. Time domain windowing is a well-known technique where an extended smoothing window is multiplied by the modulated signal. This window reduces the signal spectrum sidelobes, however, it extends the resource […]