Samer Shorman

COVID-19 pandemic is the most notable world crisis in the modern era that originated from Wuhan, china in late 2019 has affected all the nations and triggered a global economic crisis. As well artificial Intelligence (AI) plays an important role in the estimate and expectation of the next phase and they are helpful for searches operation. Covide19 structure was studied in multiple research papers that studied the impact of artificial intelligence and how to apply its algorithms to predict Covid19 directions and cases. This study addresses significant issues on Covid19 which will study the impact of Total Cases and Serious-cases on Total Deaths using artificial intelligence language-python to implement linear regression on some countries data. Likewise used the content analysis to determine the strengths and advantages of using AI on COVID19. In addition to explaining the role of artificial intelligence on COVID19.

The Genetic Algorithm (GA) is becoming very attractive and suitable for solving problems where high computational performance is required. This paper describes theoretical aspects of genetic algorithms which are parameters used to get a result such as crossover, mutation, selection and fitness. Likewise, GA performs efficient search spaces to get an optimal solution. This paper also highlights several issues in which GA as a tool for recovering the image in variety domain. Generally, however this approach has some limitations, strengths and challenges that are also discussed in this paper. Findings on a simple simulation of GA are also presented.

COVID-19 pandemic is the most notable world crisis in the modern era that originated from Wuhan, china in late 2019 has affected all the nations and triggered a global economic crisis. As well artificial Intelligence (AI) plays an important role in the estimate and expectation of the next phase and they are helpful for searches operation. Covide19 structure was studied in multiple research papers that studied the impact of artificial intelligence and how to apply its algorithms to predict Covid19 directions and cases. This study addresses significant issues on Covid19 which will study the impact of Total Cases and Serious-cases on Total Deaths using artificial intelligence language-python to implement linear regression on some countries data. Likewise used the content analysis to determine the strengths and advantages of using AI on COVID19. In addition to explaining the role of artificial intelligence on COVID19.

E-commerce has increased recently because of the development of the internet and has become a new concept that is applicable to trade transaction and services providing, using information technology. This is known as e-commerce thatis a means of communicating information،products or services through technical tools. This research proposed model is able to take advantage of Blockchain technology to develop e-commerce especially consumer toconsumer. The proposed model adds some advantages to ecommerce operations, and the possibility of developing them to reach a high percentage of profits by using blockchain technology which led to verify the information of products offered for sale. In addition, to the possibility of distributing feedback to all Blockchain users, through which it develops the mechanism of trust and cooperation between consumers, it is considered a reference point to explore the behaviour of commercial consumers which is stored in the data file of consumers. This mode...

Rainy image restoration is considered as one of the most important image restorations aspects to improve the outdoor vision. Many fields have used this kind of restorations such as driving assistant, environment monitoring, animals monitoring, computer vision, face recognition, object recognition and personal photos. Image restoration simply means how to remove the noise from the images. Most of the images have some noises from the environment. Moreover, image quality assessment plays an important role in the valuation of image enhancement algorithms. In this research, we will use a total variation to remove rain streaks from a single image. It shows a good performance compared to other methods, using some measurements MSE, PSNR, and VIF for an image with references and BRISQUE for an image without references.

Arabic language is one of the most commonly used language in the world. It plays a very important role in educational operations around the world. It contains various parts such as poetry, poem, novel, and stories, as well as linguistic and grammatical rules and movements of letters, which change the word according to the movements accompanying each letter, for example, there are movements of lifting and breaking and annexation and silence. In this paper, we will review the research papers that studied the Arabic language learning websites, using the content analysis to determine strengths, weaknesses, advantages, disadvantages, and limitations. This research paper concluded that there is still a shortage and scarcity in the number of articles and websites on the internet that teach Arabic language. The suggestion is to assign task of development to Arab world instituties and others by increasing their number of websites on the internet and enriching their scientific content to impr...