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Volume 5, Issue 1 (2025)

Articles

Leveraging Artificial Intelligent for Optimized Crop Production: An ANN-Based Approach
Yahya Layth Khaleel, Fadya A. Habeeb, Mustafa Abdulfattah Habeeb, and Fatimah N. Ameen

Securing the Internet of Wetland Things (IoWT) Using Machine and Deep Learning Methods: A Survey

Analysis of climate change in Chelyabinsk and Kurgan: effects of temperature and precipitation from 1990 to 2020 based on CRU data
Irina Potoroko, Ammar Kadi, and Ali Subhi Alhumaima

Approach for Detecting Face Morphing Attacks Using Convolution Neural Network
Essa M. Namis, Khalid Shaker, and Sufyan Al-Janabi

Development and construction of new scanning antennas with high remote sensing capability for wireless communication systems in the millimeter wavelength range
Nagham Habeeb Shakir, Sarah R. Hashim, Ahmed Sileh Gifal, Ahmed Dheyaa Radhi, Alaa G.K. Alshami, Rusul Mansoor AlAmri, and Hussein Mohammed Ali

A Deep Learning Approach for Identifying Malicious Activities in the Industrial Internet of Things
Mohammed Amin Almaiah, Fuad Ali El-Qirem, Rami Shehab, and Khaled Sulieman Momani

Enhancing Cybersecurity in Smart Education with Deep Learning and Computer Vision: A Survey

ANILA: Adaptive Neuro-Inspired Learning Algorithm for Efficient Machine Learning, AI Optimization, and Healthcare Enhancement
Ismael Khaleel, Wijdan Noaman Marzoog, and Ghada Al-Kateb

WOA-COVID-19: Whale Optimization Algorithm for Selection of Multi-Examination Features based on COVID-19 Infections
Karrar Hameed Abdulkareem, Mazin Abed Mohammed, Zaid Abdi Alkareem Alyasseri, Dawood Zahi Khutar, and Osama Ahmad Alomari

Real-Time SDN–IoT Integrated Framework for Intelligent Emergency Vehicle Prioritization in Smart Cities
Sura F. Ismail

HAZE-IMAGE-DATASET: A Large-Scale Benchmark for Image Dehazing in Variable Fog and Low-Light Conditions
Mustafa J. Shahbaz and Ali A.D. Al-Zuky

Using Machine Learning to Enhance Interaction and Creativity Among Children By Using The Scratch And Mblock Programming Languages and Many Different Kids’ Machine Learning Platforms For Designing A.I Programs
Amani Y. Noori

Towards Achieving the UN Sustainable Development Goals: The Role of AI in Municipality Services
Thabit Sultan Mohammed, Karim Mohammed Aljebory, and Ahmed Thabit Sultan

Synthesizing Deception: Countering Large Language Model-Generated Phishing Campaigns through Adaptive Semantic Anomaly Detection
Bekim Fetaji and Debabrata Samanta

Self-Attention Enhanced Dual BiGRU for Arabic Fake News Detection
Baqer M. Merzah, Jafar Razmara, and Jaber Karimpour

Automated Video Colorization Techniques for Enhanced Visual Realism and Computational Efficiency
Zahoor M. Aydam and Nidhal K. El Abbadi

Diabetes at a Glance: Assessing AI Strategies for Early Diabetes Detection and Intervention via a Mobile App
Ayad Hameed Mousa, Ibrahim Oday Alrubaye, Mayameen S. Kadhim, Ahmed Dheyaa Radhi, Mudatheer M. Al-Slivani, Rusul Mansoor Al-Amri, and Liaw Geok Pheng

Enhancing Routing Efficiency in VANETs by Leveraging 5G to Mitigate Congestion
Yusor Rafid Bahar Al-Mayouf, Omar Adil Mahdi, Heba Hussain Hadi, Suleman Khan, and Mazin Abed Mohammed

ROI – Enhancing Detection of Citrus Disease Based on YOLOv10
Raya N. Ismail, Armaneesa Naaman Hasoon, Israa Rafaa Abdulqader, and Salwa Khalid Abdulateef

End-to-End License Plate Detection and Recognition in Iraq Using a Detection Transformer and OCR
Younis Al-Arbo, Hanaa F. Mahmood, and Asmaa Alqassab

Enhanced TEA Algorithm Performance using Affine Transformation and Chaotic Arnold Map
Nada Hussein M. Ali, Mays M. Hoobi, and Sura Abed Sarab Hussien

Enhanced IOT Cyber-Attack Detection Using Grey Wolf Optimized Feature Selection and Adaptive SMOTE
Sura Abed Sarab Hussien, Mustafa S. Ibrahim Alsumaidaie, and Nada Hussein M. Ali

DGEN: A Dynamic Generative Encryption Network for Adaptive and Secure Image Processing
Mohammed Rajih Jassim, Qusay M. Salih, and Ghada Al-Kateb

Lightweight Deep Reinforcement Learning Model for Energy-Efficient Resource Allocation in Edge Computing
Ghassan A. Abed and Mohanad A. Al-askari

Agentic AI-Enhanced Virtual Reality for Adaptive Immersive Learning Environments
Indra Kishor, Udit Mamodiya, Mohammed Almaayah, Amer Alqutaish, Rami Shehab, and Theyazn H. H. Aldhyani

A Review of Image Steganography Based on Metaheuristic Optimization Algorithms
Fatima Abdulhussain Khalil, Ammar Ali Neamah, and Hasanen Alyasiri

Using Wearable Technology for Context-Aware of Pilgrimage Management System During/Post-Pandemic of Covid-19
Fatina Shukur, Ahmed Al-Fatlawi, Safaa Jasim Mosa, and Nasir Ibrahim

Editorial

The Next Frontier in Computer Science, Trends and Research Opportunities
Mostafa Abdulghafoor Mohammed, Z. T. Al-qaysi, and Tahsien Al-Quraishi