ملخص الدراسة: Computer vision has received increased attention in recent years. Researchers have made remarkable advancement in the field of computer vision. Computer vision applications include object detection and image classification. Object detection is to detect objects in the images as car, dog, cat, and person. People counting based on face detection remains a challenging […]

ملخص الدراسة: Breast cancer is one of the most common types of cancer most often affecting women. It is a leading cause of cancer death in less developed countries. Thus, it is important to characterize the severity of the disease as soon as possible. In this paper, we applied deep learning methods to determine the […]

ملخص الدراسة: Forecasting is a data mining technique which benefits from a variety of time series data sources to extract actual value from historical data and helps business decision-makers in effective planning. An increase in demand for groundwater associated with uncontrolled well digging and reduced rainfall, which is the primary source of groundwater recharge, has […]

ملخص الدراسة: Object detection is a well-known challenge in computer vision, and this challenge becomes more complicated especially when the object of interest occupies a small portion of the field of view, possibly moving within complex backgrounds, and in wide illumination varieties._x000D__x000D_ Solving such a difficult problem requires a detection algorithm that can tolerate shape […]

ملخص الدراسة: Nowadays, technology is used in every aspect of our life, leading us to a new comfortable world. Technology is considered as the key of modernity of any field of our life. Every department of pharmacy uses many types of modern technologies, starting from drug design to drug clinical studies to industrial pharmacy and […]

ملخص الدراسة: There are many barriers and problems in manual systems. Such as timeconsuming and costly to produce reports. One of these systems is the training system at the information technology (IT) faculty at the Islamic University of Gaza (IUG). The problems that the training system faced are following up on students registration, distribution, students […]

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: Social media platforms such as Twitter and Facebook are becoming powerful sources of people’s perception of major events. Most people use social media to express their views on various issues and events and develop their information on a diverse economic, political, technical, social and occurrences related to their life. The overarching aim of […]

ملخص الدراسة: The information momentum available on social media is an appropriate environment for identifying users’ reactions and attitudes towards a particular topic, products, or any issues. To analyze this data and extract useful information, machine learning algorithms are used to categorize data into predefined categories. Analyzing data in the Arabic language is a challenge, […]

ملخص الدراسة: Recently, the virus (COVID-19) has spread widely throughout the world and has led to the examination of large numbers of suspected cases using standard COVID-19 tests and has become pandemic. Everyday life, public health and the global economy have been destroyed. The pathogenic laboratory tests such as Polymerase chain reaction (PCR) take a […]