Kamal Jihad

Kirkuk University · Department of Computer Science

Social media has become an excellent way to discover people's thoughts about various topics and situations. In recent years, many studies have focused on social media during crises, including natural disasters or wars caused by individuals. This study examines how people expressed their feelings on Twitter during the Russian aggression on Ukraine....

Improving load forecasting is becoming increasingly crucial for power system management and operational research. Disruptive influences can seriously impact both the supply and demand sides of power. This work examines the impact of the coronavirus on power usage in two US states from January 2020 to December 2020. A wide range of machine learning...

In the present day, social media has become an influential tool in society; therefore, recent research has been directed to monitor, analyze and predict the reactions resulting from the cumulative data of these means. Thanks to modern technology and the spread of social media, it is possible for people to leave their comments on various topics, inc...

Recently, oil costs and environmental concerns have risen dramatically. Additionally, growing urbanization, urban mobility, and employment face several difficulties. Developing Electric Vehicles (EVs) is one of the crucial solutions. However, adopting EVs has remained difficult despite favorable consumer attitudes. This article analyzes public opin...

Social media has become an excellent way to discover people's thoughts about various topics and situations. In recent years, many studies have focused on social media during crises, including natural disasters or wars caused by individuals. This study looks at how people expressed their feelings on Twitter during the conflict between Russia and Ukr...

Neuroevolutionary algorithms, such as NeuroEvolution of Augmenting Topologies (NEAT) in Machine Learning (ML) methods, are utilized for training and playing computer games due to increased research in Artificial Intelligence (AI) field. NEAT is a genetic algorithm for the generation of evolving artificial neural networks. In this paper, a new study...

One of the approaches that fall under the alternative application of water on earth or soil is electronic irrigation. It is aware of the need to irrigate crops, restore the vegetation of difficult soil in arid areas, and because of dry spells, as our state has experienced in recent years. Other issues, such as increasing plant growth while lowering...

Nowadays processing of the image is an emerging science. The image is contributed in several research fields such as biomedical, security, education, and space. The phenomenon of corruption in the images due to the noise is a big obstacle. The main two reasons for appearing the noise are transmission process from place to place or it may happen dur...

CPU scheduling algorithms have a significant function in multiprogramming operating systems. When the CPU scheduling is effective a high rate of computation could be done correctly and also the system will maintain in a stable state. As well as, CPU scheduling algorithms are the main service in the operating systems that fulfill the maximum utiliza...

As modern technology is rapidly growing, the smart city system is considered as an advance path to technology. Sending observations, requirements and suggestions by residents are essential parts of the smart city systems. Their main objectives are: 1) improving the quality of life in urban areas; 2) participating in decision-making that may lead to...

The Directorate of Dormitories at the University of Kirkuk offers full accommodated rooms to the male and female students. However, the directorate registers and assigns the accommodations manually. Therefore, a visiting has been made to the directorate to identify the problems of this system. It is found that the manual system suffers from several...

This research includes an analytical study of the administrative and scientific work in departments, branchs and units of the Kirkuk University Presidency. It aims to convert the traditional routine work to the electronic work at the university by applying E-Management technique as one of the required modern logical solutions most commonly used to...

Artificial neural networks (ANNs) became a modeling tool to solve the complicated classification and prediction problems in different disciplines and applications. In this study, the thermal model of ten datasets from UCI data warehouse is modeled with feed-forward artificial neural networks and the most successful network topology is determined as...