master degree in computer science

Sep 1, 2008 - Dec 5, 2010

no more description

Ml, DL, cyber security - insider threats [artificial intelligent, cyber security]

Sep 1, 2022 - Present

Increasing The Efficiency Of Solar Energy Systems Using The Sun Tracking Method (Design And Implementation)

Nov 2, 2022

Journal Webology (ISSN: 1735-188X)

Volume 19

Design and implementation of solar tracking system using Arduino Solar tracking system consists of solar panel, DC motor and Arduino control. The controller governs the motion of the tracking system, which is a special device moving with the direction of the sun to receive the greatest radiation energy from the sun and improve the efficiency of the collection energy. As such type of energy is renewable, intensive studies have been conducted on solar energy systems. As conclusion, studies showed that the use of solar energy tracking systems have increased productivity by about 22%, hence, augments the efficiency by 2%.

Reduce the effort and time in calculating the absenteeism percentage of students using Internet of Thing (IOT) technology

Jun 7, 2022

Journal World Journal of Advanced Research and Reviews, 2022, 15(02), 346–351

Issue 15

Volume 2

This study started from some of the problems that took from our institution a lot of time to solve, this study included two parts, and the first part is Image discrimination problems are usually difficult to solve using unprocessed data. to improve the discrimination process Characteristic extraction is often needed to represent data in a space of distinction. Pattern recognition aims to find or recognize specific patterns or structures in digital images (signal). To identify a pattern or an object in an image, you must first obtaining direct preliminary and statistical information about the image that must be digital in order to be able to deal with it by computer. The information in the image must also be classified to facilitate subsequent operations on the image, such as Debriefing. The second part is to calculate the absences of students with an electronic system based on two languages where VB.Net language was adopted to accomplish the program interfaces in addition to the special code to find the percentage of absences, SQL was adopted for the purpose of creating a database in the program and storing data. The process of finding a mechanism to link the VB.Net program with the Internet for sending an e-mail message to the person concerned with the program (the student) for informing the percentage of absences in the study materials when exceeded the ratio approved in the program. The program has also been linked to a local network to be used on more than one computer at the same time and on a single database

Calculating the effect of the parameters on a neural network performance

Aug 28, 2020

Journal Al-Noor International Conference for Science and Technology

publisher Al-Noor International Conference for Science and Technology

Abstract— In this research, a three-layer neuronal network was studied and designed, a network capable of learning a set of large data with the help of the reverse propagation error method, and studying the effect of parameter changes (learning step, number of nodes, type of activation dependent for a number of different income signals) and the severe impact This change in the work of the neural network causes it, as the results of these experiments demonstrated the extreme sensitivity of the designed neuron response, which relies on the propagation technique to change these parameters .