The paper discusses the need for effective data cleaning processes to ensure the accuracy and reliability of datasets in machine learning and big data analytics due to the growing volume and complexity of data. Traditional manual cleaning methods are often inefficient and error-p...
Open access
Research Article10.9734/ajrcos/2025/v18i5661
Hajar Maseeh Yasin, Subhi R. M. Zeebaree, Mohammed A. M. Sadeeq, Siddeeq Y. Ameen, Ibrahim Mahmood Ibrahim, Rizgar R. Zebari, Rowaida Khalil Ibrahim & Amira B. Sallow·Asian Journal of Research in Computer Science·2021
Water is a basic human need in all economic operations. Farmland, renewable energy, the industrial industry, and mining are all critical economic areas. Water supplies are under severe strain. With the population increase, the requirement for water from competing economic sectors...
Open access
Research Article10.9734/ajrcos/2021/v8i230198
Image compression is an essential technology for encoding and improving various forms of images in the digital era. The inventors have extended the principle of deep learning to the different states of neural networks as one of the most exciting machine learning methods to show t...
Open access
Research Article10.9734/ajrcos/2021/v8i130193
Deep learning techniques have become essential in enhancing threat detection within cloud environments, offering the ability to process large-scale data and detect complex patterns. As cloud computing continues to grow, ensuring robust security measures is critical to protecting...
Open access
Research Article10.9734/ajrcos/2025/v18i3596
With increasing incidence rates, high mortality risks, and substantial cost burdens, skin cancer is a serious global health concern. In order to improve patient outcomes, early and accurate detection is essential. Due to their heavy reliance on clinical knowledge, traditional dia...
Open access
Research Article10.9734/ajrcos/2025/v18i3591
This review focuses on the use of reinforcement learning (RL) for autonomous systems and current trends and future prospects. It is therefore the intended goal to critically evaluate the concept of RL for improving autonomous decision making with focus on current and emerging iss...
Open access
Research Article10.9734/ajrcos/2025/v18i3581
Various critical issues in liver diseases include cirrhosis, hepatitis, and liver cancer, which can be fatal. They indeed require early diagnosis with appropriate diagnosis of the disease. The different conventional diagnostic methods generally can't identify these diseases durin...
Open access
Research Article10.9734/ajrcos/2025/v18i3574
The greatest technical achievement of the twenty-first century is machine learning (ML). The application of machine learning to detect cybersecurity vulnerabilities is a significant advancement in information security. A void exists in the field since the widespread application o...
Open access
Research Article10.9734/ajrcos/2025/v18i2572
Diabetic retinopathy, a condition resulting from prolonged high blood sugar levels that damage the retina, can cause vision impairment and, if untreated, lead to blindness. With advances in medical imaging and the availability of fundus image collections such as Madrid Messidor a...
Open access
Research Article10.9734/ajrcos/2025/v18i2566
The advancement of information technology is rapidly changing the face of cyber security and this makes it more important with the increasing trend of sophistication of cyber threats in the society. The authors in this research aim at analyze how AI and ML can improve cybersecuri...
Open access
Research Article10.9734/ajrcos/2025/v18i2567
The significance of image recognition technology is highlighted by its wide applications in fields such as security, medical image analysis, and data analysis. Its growing popularity reflects advancements in research. Traditional machine learning methods have markedly improved fe...
Open access
Research Article10.9734/ajrcos/2025/v18i2565
Gender detection using fingerprint biometrics has emerged as a promising area of research due to its non-intrusive nature and potential applications in biometric identification systems. The procedure can involve multiple steps are the size of finger print and their ridge pattern,...
Open access
Research Article10.9734/ajrcos/2025/v18i2558
Pneumonia diseases are considered one of the most pandemic diseases by the WHO, claiming the lives of millions across the world. Therefore, the necessity of having mechanisms for early diagnosis and detection of these epidemic diseases to preserve people's lives. On the other han...
Open access
Research Article10.9734/ajrcos/2025/v18i1556
Waleed A. Mohammad, Hajar Maseeh Yasin, Azar Abid Salih, Adel AL-Zebari, Naaman Omar, Karwan Jameel Merceedi, Abdulraheem Jamil Ahmed, Nareen O. M. Salim, Sheren Sadiq Hasan, Shakir Fattah Kak & Ibrahim Mahmood Ibrahim·Asian Journal of Research in Computer Science·2021
Distributed systems, which may be utilized to do computations, are being developed as a result of the fast growth of sharing resources. Data mining, which has a huge range of real applications, provides significant techniques for extracting meaningful and usable information from...
Open access
Research Article10.9734/ajrcos/2021/v11i430267
Ibrahim Mahmood Ibrahim, Siddeeq Y. Ameen, Hajar Maseeh Yasin, Naaman Omar, Shakir Fattah Kak, Zryan Najat Rashid, Azar Abid Salih, Nareen O. M. Salim & Dindar Mikaeel Ahmed·Asian Journal of Research in Computer Science·2021
Today, web services rapidly increased and are accessed by many users, leading to massive traffic on the Internet. Hence, the web server suffers from this problem, and it becomes challenging to manage the total traffic with growing users. It will be overloaded and show response ti...
Open access
Research Article10.9734/ajrcos/2021/v10i130234
Halbast Rasheed Ismael, Siddeeq Y. Ameen, Shakir Fattah Kak, Hajar Maseeh Yasin, Ibrahim Mahmood Ibrahim, Awder Mohammed Ahmed, Zryan Najat Rashid, Naaman Omar, Azar Abid Salih & Dindar Mikaeel Ahmed·Asian Journal of Research in Computer Science·2021
Vehicular communications, referring to information exchange among vehicles, and infrastructures. It has attracted a lot of attentions recently due to its great potential to support intelligent transportation, various safety applications, and on-road infotainment. The aim of techn...
Open access
Research Article10.9734/ajrcos/2021/v10i230238
Rozin Majeed Abdullah, Siddeeq Y. Ameen, Dindar Mikaeel Ahmed, Shakir Fattah Kak, Hajar Maseeh Yasin, Ibrahim Mahmood Ibrahim, Awder Mohammed Ahmed, Zryan Najat Rashid, Naaman Omar & Azar Abid Salih·Asian Journal of Research in Computer Science·2021
Clients can adequately control PCs and create reports by speaking with the guide of innovation, discourse acknowledgment empowers records to be delivered all the more effectively in light of the fact that the program normally produces words as fast as they expressed, which is typ...
Open access
Research Article10.9734/ajrcos/2021/v10i130233
Zainab Salih Ageed, Awder Mohammed Ahmed, Naaman Omar, Shakir Fattah Kak, Ibrahim Mahmood Ibrahim, Hajar Maseeh Yasin, Zryan Najat Rashid, Azar Abid Salih & Nareen O. M. Salim·Asian Journal of Research in Computer Science·2021
Nanotechnology is a field of study that aims to make our lives easier, safer, and more environmentally friendly. With current upgrades and alterations to available networking and communication paradigms, incorporating Wireless Nano Sensor Networks (WNSN) with various products, se...
Open access
Research Article10.9734/ajrcos/2021/v10i330245
Fairoz Q. Kareem, Siddeeq Y. Ameen, Azar Abid Salih, Dindar Mikaeel Ahmed, Shakir Fattah Kak, Hajar Maseeh Yasin, Ibrahim Mahmood Ibrahim, Awder Mohammed Ahmed, Zryan Najat Rashid & Naaman Omar·Asian Journal of Research in Computer Science·2021
The vulnerabilities in most web applications enable hackers to gain access to confidential and private information. Structured query injection poses a significant threat to web applications and is one of the most common and widely used information theft mechanisms. Where hackers...
Open access
Research Article10.9734/ajrcos/2021/v10i330242
Dastan Hussen Maulud, Siddeeq Y. Ameen, Naaman Omar, Shakir Fattah Kak, Zryan Najat Rashid, Hajar Maseeh Yasin, Ibrahim Mahmood Ibrahim, Azar Abid Salih, Nareen O. M. Salim & Dindar Mikaeel Ahmed·Asian Journal of Research in Computer Science·2021
With the exponential growth of the information on the Internet, there is a high demand for making this information readable and processable by machines. For this purpose, there is a need for the Natural Language Processing (NLP) pipeline. Natural language analysis is a tool used...
Open access
Research Article10.9734/ajrcos/2021/v10i130231
Dindar Mikaeel Ahmed, Siddeeq Y. Ameen, Naaman Omar, Shakir Fattah Kak, Zryan Najat Rashid, Hajar Maseeh Yasin, Ibrahim Mahmood Ibrahim, Azar Abid Salih, Nareen O. M. Salim & Awder Mohammed Ahmed·Asian Journal of Research in Computer Science·2021
Biometrics is developing into a technological science in this lifelong technology for the defense of identification. Biometrics is the technology to recognize individuals based on facial features, fingerprints, iris, retina, speech, handprints, etc. Biometric features are used fo...
Open access
Research Article10.9734/ajrcos/2021/v10i130232
Dakhaz Mustafa Abdullah, Siddeeq Y. Ameen, Naaman Omar, Azar Abid Salih, Dindar Mikaeel Ahmed, Shakir Fattah Kak, Hajar Maseeh Yasin, Ibrahim Mahmood Ibrahim, Awder Mohammed Ahmed & Zryan Najat Rashid·Asian Journal of Research in Computer Science·2021
Whether it's for work or personal well-being, keeping secrets or private information has become part of our everyday existence. Therefore, several researchers acquire an entire focus on secure transmitting secret information. Confidential information is collectively referred to a...
Open access
Research Article10.9734/ajrcos/2021/v10i330243
HayfaaSubhi Malallah, Subhi R. M. Zeebaree, Rizgar R. Zebari, Mohammed A. M. Sadeeq, Zainab Salih Ageed, Ibrahim Mahmood Ibrahim, Hajar Maseeh Yasin & Karwan Jameel Merceedi·Asian Journal of Research in Computer Science·2021
Various operating systems (OS) with numerous functions and features have appeared over time. As a result, they know how each OS has been implemented guides users' decisions on configuring the OS on their machines. Consequently, a comparative study of different operating systems i...
Open access
Research Article10.9734/ajrcos/2021/v8i330201
Zainab Salih Ageed, Subhi R. M. Zeebaree, Mohammed A. M. Sadeeq, Maiwan B. Abdulrazzaq, Baraa Wasfi Salim, Azar Abid Salih, Hajar Maseeh Yasin & Awder Mohammed Ahmed·Asian Journal of Research in Computer Science·2021
In this study, the significance and necessities of surveillance systems have been investigated in several areas - both in the use of neural networks, street lighting systems, factories, and laboratories - for the monitoring systems, especially concerning the design of artificial...
Open access
Research Article10.9734/ajrcos/2021/v8i130192
Azar Abid Salih, Siddeeq Y. Ameen, Subhi R. M. Zeebaree, Mohammed A. M. Sadeeq, Shakir Fattah Kak, Naaman Omar, Ibrahim Mahmood Ibrahim, Hajar Maseeh Yasin, Zryan Najat Rashid & Zainab Salih Ageed·Asian Journal of Research in Computer Science·2021
Recently, computer networks faced a big challenge, which is that various malicious attacks are growing daily. Intrusion detection is one of the leading research problems in network and computer security. This paper investigates and presents Deep Learning (DL) techniques for impro...
Open access
Research Article10.9734/ajrcos/2021/v9i430229
Suhaib Jasim Hamdi, Ibrahim Mahmood Ibrahim, Naaman Omar, Omar M. Ahmed, Zryan Najat Rashid, Awder Mohammed Ahmed, Rowaida Khalil Ibrahim, Shakir Fattah Kak, Hajar Maseeh Yasin & Azar Abid Salih·Asian Journal of Research in Computer Science·2021
Android is now the world's (or one of the world’s) most popular operating system. More and more malware assaults are taking place in Android applications. Many security detection techniques based on Android Apps are now available. The open environmental feature of the Android env...
Open access
Research Article10.9734/ajrcos/2021/v10i430248
Arshad A. Hussein, Adel AL-Zebari, Naaman Omar, Karwan Jameel Merceedi, Abdulraheem Jamil Ahmed, Nareen O. M. Salim, Sheren Sadiq Hasan, Shakir Fattah Kak, Ibrahim Mahmood Ibrahim, Hajar Maseeh Yasin & Azar Abid Salih·Asian Journal of Research in Computer Science·2021
The use of technology has grown dramatically, and computer systems are now interconnected via various communication mediums. The use of distributed systems (DS) in our daily activities has only gotten better with data distributions. This is due to the fact that distributed system...
Open access
Research Article10.9734/ajrcos/2021/v11i430268
Suhaib Jasim Hamdi, Naaman Omar, Adel AL-Zebari, Karwan Jameel Merceedi, Abdulraheem Jamil Ahmed, Nareen O. M. Salim, Sheren Sadiq Hasan, Shakir Fattah Kak, Ibrahim Mahmood Ibrahim, Hajar Maseeh Yasin & Azar Abid Salih·Asian Journal of Research in Computer Science·2021
Mobile malware is malicious software that targets mobile phones or wireless-enabled Personal digital assistants (PDA), by causing the collapse of the system and loss or leakage of confidential information. As wireless phones and PDA networks have become more and more common and h...
Open access
Research Article10.9734/ajrcos/2021/v11i330266
Saad H. Haji, Subhi R. M. Zeebaree, Rezgar Hasan Saeed, Siddeeq Y. Ameen, Hanan M. Shukur, Naaman Omar, Mohammed A. M. Sadeeq, Zainab Salih Ageed, Ibrahim Mahmood Ibrahim & Hajar Maseeh Yasin·Asian Journal of Research in Computer Science·2021
The Internet has caused the advent of a digital society; wherein almost everything is connected and available from any place. Thus, regardless of their extensive adoption, traditional IP networks are yet complicated and arduous to operate. Therefore, there is difficulty in config...
Open access
Research Article10.9734/ajrcos/2021/v9i230216
Gulistan Ahmead Ismael, Azar Abid Salih, Adel AL-Zebari, Naaman Omar, Karwan Jameel Merceedi, Abdulraheem Jamil Ahmed, Nareen O. M. Salim, Sheren Sadiq Hasan, Shakir Fattah Kak, Ibrahim Mahmood Ibrahim & Hajar Maseeh Yasin·Asian Journal of Research in Computer Science·2021
The term "Real-Time Operating System (RTOS)" refers to systems wherein the time component is critical. For example, one or more of a computer's peripheral devices send a signal, and the computer must respond appropriately within a specified period of time. Examples include: the m...
Open access
Research Article10.9734/ajrcos/2021/v11i430269