Volume 24 (2024)
Volume 23 (2023)
Volume 22 (2022)
Volume 21 (2021)
Volume 20 (2020)
Volume 19 (2019)
Volume 18 (2018)
Volume 17 (2017)
Volume 16 (2016)
Volume 15 (2015)
Volume 14 (2014)
Volume 13 (2013)
Volume 12 (2012)
Volume 11 (2011)
Volume 10 (2010)
Volume 9 (2009)
Volume 8 (2008)
Volume 7 (2007)
Volume 6 (2006)
Volume 5 (2005)
Volume 4 (2004)
Handwritten Signature Identification Based on Hybrid Features and Machine Learning Algorithms

Zainab Hashim; Hanaa Mohsin; Ahmed Alkhayyat

Volume 24, Issue 1 , March 2024, , Page 43-56


  Handwritten signature identification is a process that determines an individual’s true identity by analyzing their signature. This is an important task in various applications such as financial transactions, legal document verification, and biometric systems. Various techniques have been developed ...  Read More ...

Machine Learning for Identifying Fraud in Credit Card Transactions

Mohammad Abd Abbas; Bilal Ghazal Ghazal; Ahmad ghandour Ghandour

Volume 24, Issue 1 , March 2024, , Page 71-83


  Online payment methods for e-commerce and many websites in various fields have increased significantly. Therefore, credit card frauds are easy targets, and their rate is on the rise which poses a major problem for online payments. The basic concept is to examine consumers' purchasing histories to extrapolate ...  Read More ...

Enhancement of Cloud Computing Environment Using Machine Learning Algorithms MLCE

Mohammed E. Seno; Ban N. Dhannoon; Omer K. Jasim Mohammad

Volume 23, Issue 4 , December 2023, , Page 1-12


  Cloud computing is an evolving and high-demand research field at theforefront of technological advancements. It aims to provide software resources andoperates based on service-oriented delivery. Within the infrastructure as a service (IaaS)framework, the cloud offers end customers access to crucial infrastructure ...  Read More ...

Design of Face Detection and Recognition System to Enhance Security of Safe Locker

Mohammed Majid Msallam

Volume 23, Issue 4 , December 2023, , Page 95-105


  In recent years, safe lockers have been spread in public places to secure valuable belongings. The people are concerned about losing safe locker keys or use of the spare key by others and will remain worried about their things. To solve the forenamed matter, this paper proposed a system that depends ...  Read More ...

Architecture of Deep Learning and Its Applications

Afrah Salman Dawood; Zena Mohammed Faris

Volume 23, Issue 1 , March 2023, , Page 35-56


  Recently, Deep Learning (DL) has accomplished enormous prosperity in various areas, like natural language processing (NLP), image processing, different medical issues and computer vision. Both Machine Learning (ML) and DL as compared to traditional methods, can learn and make better and enhanced use ...  Read More ...

Machine Learning Techniques for Vehicle Detection

Maryam Raad Shihab; Rana Fareed Ghani; Athraa Jasim Mohammed

Volume 22, Issue 4 , December 2022, , Page 1-12


  The traffic surveillance system is a type of intelligent system of traffic control. Traffic control provides solutions to most problems faced by people. It helps to monitor, detect traffic congestion and traffic accidents. As science evolved, it became possible to control traffic using video surveillance. ...  Read More ...

Predicting Alzheimer's Disease Using Filter Feature Selection Method

Shaymaa Taha Ahmed; Suhad Malallah Kadhem

Volume 22, Issue 4 , December 2022, , Page 13-27


  Alzheimer’s disease (AD) is caused by multiple variables. Alzheimer's disease development and progression are influenced by genetic variants. The molecular pathways causing Alzheimer's disease are still poorly understood. In Alzheimer's disease research, determining an effective and reliable diagnosis ...  Read More ...

A Framework for Predicting Airfare Prices Using Machine Learning

Heba Mohammed Fadhil; Mohammed Najm Abdullah; Mohammed Issam Younis

Volume 22, Issue 3 , September 2022, , Page 81-96


  Many academics have concentrated on applying machine learning to retrieve information from databases to enable researchers to perform better. A difficult issue in prediction models is the selection of practical strategies that yield satisfactory forecast accuracy. Traditional software testing techniques ...  Read More ...