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Al-Rafidain Journal of Computer Sciences and Mathematics
ISSN 1815-4816 · Mosul University · 845 artikel di indeks
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Artikel Jurnal
Moment Analysis for Some Nonlinear (Inverse Trigonometric) SDE Using Itô Calculus: Case Studies in Gene Regulation and Robotic Navigation
This paper explain the application of Ito-integral formula to finding the moments for nonlinear stochastic differential equations (SDEs) with coefficients (inverse trigonometric function) such as , and , this method naturally constrains state variables within predefined physical or operational…
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The Structure of Tripotent Graph of Certain Commutative Rings
In this paper, we characterize the texture of tripotent graph of the ring, which is associated by tripotent element of a ring such that, for every two distinct vertices; and then, their adjacent if and only if. We establish several structural graphical properties of tripotent graph of local ring…
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Comprehensive Review of Offline Voice Control Systems for Smart Homes: Technological Advances, Existing Challenges, and Prospective Developments
The offline voice control systems are becoming more prominent in the smart home environment because of their ability to deliver quick feedback, preserve the privacy of the user, and be able to function even without network connectivity. However, their usage has not been mainstreamed, due to…
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Feasibility and Acceptability of Telemedicine in Iraq
Background: In a variety of medical specialty, Telemedicine is extensively applied. Nevertheless, it is not evident whether this approach will be critical once COVID-19 is endemic. In this research, we have discussed the opinions of physicians and patients regarding the use of telemedicine…
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A Novel Approach to Calculating the Riemann Mapping Function Using Real-Valued Kernels
This paper discusses the general boundary integral equations, Riemann mapping function for bounded simply connected regions whose boundary curves are smooth and analytic, that correspond to a real-valued kernel, and a new boundary integral formula is introduced. Based on the multiplication of the…
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Hierarchical Bayesian Extreme Value Modeling of Heatwave Intensities: Application to ERA5-Land in a Semi-Arid Region
In arid and semi-arid areas, especially in Iraq, extreme heat has become one of the most significant impacts of climate change, as the long duration of summer heat is becoming a serious threat to human health, water supply and infrastructure. This paper explores the issue of summer extreme…
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On Micro z Continuity in Micro z Topological Space
In this paper, we investigate Continuous functions and examine their relationships with various classes of -Continuity. In particular, we introduce several types of Continuity, including Semi Continuity, -pre-Continuity, -α Continuity, -regular Continuity, and - Continuity. Furthermore, we study a…
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Artikel Jurnal
Artificial Intelligence of Things (AIoT): A Systematic Review of Smart Applications
With the rapid growth of the Internet of Things (IoT), ever greater quantities of complex data are created. To analyze this data and take better decisions, Artificial Intelligence (AI) especially in the form of Machine Learning (ML) and Deep Learning (DL) has been widely adopted, which has led to…
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How Efficient Are Neural Networks and AI Applications? A Review of Advanced Applications and Emerging Trends
The exponential growth of neural networks and artificial intelligence (AI) has revolutionized diverse fields, including healthcare, finance, natural language processing, and autonomous systems. These technologies have redefined the boundaries of what is possible, enabling solutions to complex…
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Dual-GAN Framework for Adversarial Robust Intrusion Detection Systems
The importance of intrusion detection systems (IDSs) is part of existing cybersecurity facilities. However, existing machine learning-based IDSs are vulnerable to adversarial attacks and evasion techniques. Generative adversarial networks (GANs) have demonstrated the possibility of using synthetic…
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Enhancing Cloud Resource Allocation with a Multi-Objective SARSA Whale Optimization Algorithm (MO_SAWOA)
As we know, cloud computing has become an increasingly popular solution to deliver scalable and effective solutions to the needs of today's modern applications. One of the greatest problems in this context is the efficient allocation of resources to the different needs of numerous users and…
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Harnessing Machine Learning to Forecast Social Media Advocacy Success
Social media has modernized advocacy by enabling individuals to mobilize, spread opinions, and champion justice globally. Accurate prediction of social media advocacy campaign success can play a significant role in promoting social and political change. Motivated by the recent #JusticeForNavalAbbas…
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An Advanced GAN-Based Framework for Medical Image Enhancement
Low contrast, noise, and low visual detail are major medical image problems that pose a negative effect on diagnostic accuracy. This paper suggests a more developed model using deep generative networks (GANs) to enhance the quality of medical iris images. The framework has a sequence of…
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Quasi Triple Operator of Order
In this study, two new classes of operators on a complex Hilbert space H were presented and referred to as the Quasi-triple operator and quasi-triple operator. Quasi-triple operator is denoted as qt-operator, and the quasi-triple operator is denoted as qt-operator where is a linear bounded operator…
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Fault-Tolerant SCADA Systems Using ECC for Enhanced Cybersecurity and Data Integrity
This study focuses on the implementation of Error Correction Code (ECC) in Supervisory Control and Data Acquisition (SCADA) systems for a better performance of error controls and the system as well. Since the SCADA systems are fundamental in supervising industrial processes, the study focuses on…
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Solving Reliability-Redundancy Allocation Problems using Grasshopper Optimization Algorithm
Success of companies and satisfaction of customers heavily depend on system reliability performance. System design improvements and higher efficiency exist directly from the proper distribution of reliability overhead resources. The extensive application domain of Reliability Redundancy Allocation…
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Development of a Spectral Conjugate Gradient Method for Solving Optimization Problems
Conjugate gradient methods have been favored to use for their efficiency in solving large-scale unconstrained optimization problems, primarily because of their low memory requirements and exclusive to use the first-order derivative information. In this paper, we introduce a spectral conjugate…
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Artikel Jurnal
Darboux Integrability Of the Biological System
In the given paper, we investigate the integrability of a mathematical model of a 3D biological system. Our results show that the system admits a polynomial first integrals for some parameters, an invariant algebraic surface with an exponential factor, and Darboux first integral. The proof was…