Volume 6, Issue 3 (2025)
Original Studies
Leveraging Machine Learning for Accurate Prediction of NBA Player Salaries
Ye Cheng, Yan Song, and Mingqi Wang
A Novel Benchmarking Framework for Selecting the Best Deep Learning Model Diagnosing COVID-19 Based on New Development for Dual MCDM Methods
Mahmood M. Salih, Yousif Raad Muhsen, M.A. Ahmed, Reem D. Ismael, Moceheb Lazam Shuwandy, and Z.T. Al-qaysi
Enhanced Detection of Intracranial Hemorrhage: A New Hybrid Model Design based on the U-Net Segmentation Method
Hassan F. Hassan, Hadeel K. Aljobouri, and Oktay Algin
Fixed Points of Multi-Valued Graph Maps in Strong b-Metric
Shaimia Qais Latif, Salwa Salman Abed, and Haider Ahmed Shihab
Diagnosis of COVID-19 and Viral Pneumonia with Chest X-Ray Images Using ResNet-34
Sudhir Anakal, Krishna Prasad K, Chandrashekhar Uppin, and Dileep Kumar M
Reliability-Based Design Optimization Using Differential-Algebraic Equations
Saad Abbas Abed, Mona Ghassan, Shaimaa Qais Latef, and Hind S. Hassan
Enhancing Image Denoising Performance through Cosine Similarity-Based Block Matching and Adaptive Thresholding - CA-EBM3D
R. Padmapriya and A. Jeyasekar
Exact Solutions of M-fractional Complex Ginzburg-Landau Equation via Two Analytical Methods
Nematollah Kadkhoda, Mojtaba Baymani, Maad M. Mijwil, and Mostafa Abotaleb
Solving Time-Fractional Nonlinear Variable-Order Delay PDEs Using Feedforward Neural Networks
Hala S. Alruhaili, Adel S. Hussain, Abdullah M. S. Ajlouni, Funda Türk, Emad A. Az-Zo’bi, and Mohammad A. Tashtoush
A Quantum Convolutional Neural Network Approach for Early and Accurate Diagnosis of Parkinson’s Disease
Aiesha Mahmoud Ibrahim, Mazin Abed Mohammed, and Omar Al-Boridi
MotionFusion: A Robust Ensemble Learning Framework for Accurate Sensor-Based Human Activity Recognition
Hussein K. Almulla, Hussam J. Mohammed, Alaa S. Al-Waisy, Shumoos Al-Fahdawi, Ahmed Adnan Had, and Bourair AL-Attar
Enhanced Restoration of COVID-19 CT Scan Images Utilizing Advanced Wiener Filtering Techniques
Warqaa Shaher Alazawee, Marwa Subhi Ibrahim, Raghda Salam Al mahdawi, Ali Albu-Rghaif, and Ahmed Sabri Altaie
Comparative Study based on Continuous Analysis of Autism Spectrum Disorder Using Advanced Deep Learning with Model Interpretability Insights
Ayan Sar, Hussain Falih Mahdi, Sumit Aich, Pranav Singh, and Tanupriya Choudhury
Corneal Elevation Maps Patterns Classification Using Correlation Method
Sura M. Ahmed, Nebras H. Ghaeb, Salman Yussof, Noor T. Al-Sharify, Husam Yahya Nser, Zainab T. Al-Sharify, Ong Hang See, and Leong Yeng Weng
Dynamics and Stability Analysis of 8-Dimensional Hyperchaotic Systems: Study of Lyapunov Exponents
Abdulsattar Abdullah Hamad, Nida Muhsin Ali, and Muayyad Mahmood Khalil
High-Performance System for Predicting ICU Patient Durations Using Artificial Neural Networks with Transfer Learning
Mahmood. K. Awsaj, Yousif Al Mashhadany, and Lamia ChaariFourati
Iraqi’s Car License Plate Recognition Based on Deep Learning
Mushreq Abdulhussain Shuriji, Husam Al-Behadili, and Hadel A. Hussain
Kernel Principal Component Analysis and Convolutional Neural Network-Based Approach for Obstructive Sleep Apnoea Detection Using Electrocardiogram
Aida Noor Indrawati, Nuryani Nuryani, Wiharto Wiharto, Diah Kurnia Mirawati, Trio Pambudi Utomo, and Nanang Wiyono
A New Lightweight Encryption Method Based on the DNA-RC4 Substitution for Resource-Constrained IoT Devices
Athraa J. H. witwit, Ahmed Fanfakh, and Ali Kadhum Idrees
Mathematical Properties and Simulations of the Neutrosophic Gompertz-Inverse Burr-X Distribution with Application to Under-Five Mortality
Mustafa Hassan Jumaa, Asmaa S. Qaddoori, Sara A. Khalaf, Nooruldeen A. Noori, and Mundher A. Khaleel
Symmetric Toeplitz Matrices for a Class of New Subclass Functions and Bazilevič Functions
Nihad H. Shehab and Abdul Rahman S. Juma
Class Weighting in Imbalanced Data for Leukocyte Classification using Fine-Tuning Inception-v3
Wahyudi Setiawan, Meidya Koeshardianto, Eka Mala Sari Rochman, Aeri Rachmad, and Tutut Herawan
CSA-XAI: Channel–Spatial Attention and Explainable AI in a Modular Multi-Backbone Framework for Lung Cancer Classification
Omar Ibrahim Obaid and Abdulbasit ALazzawi
MetaGuard: A Federated Learning Approach to Hybrid XGBoost and Meta-Learning Models for Proactive Cyber Threat Hunting
Shatha H. Jafer Al-Khalisy and Ghada Emad Al-Kateb
IoT Flow Parameters Classification Based on Machine Learning Techniques
El-Sayed M. El-Kenawy, Marwa M. Eid, Ban Salman Shukur, Amel Ali Alhussan, and Doaa Sami Khafaga
Efficient Multi-User Computation Offloading and Reducing Latency in Mobile-Edge Computing for IoT Applications
Sarmad T. Abdul-Samad, Osamah Al-Hwaidi, and Ali Abd Al-Rasool Muslem
Optimized Hybrid Watermarking: Dual-Scheme Strategies for Enhanced Robustness
Ooi Jessie, Liew Siau Chuin, Syifak Izhar Bt Hisham, Khor Hui Liang, Khoo Bee Ee, and Jasni Mohamad Zain
Software Engineering-Oriented Text Generation and Analysis Using GPT-2
Nadia Mahmood Hussien, Aumama Mohammed Farhan, Yasmin Makki Mohialden, Qabas Abdal Zahraa Jabbar, Shahbaa Mohammed Abdulmaged, and Asmaa Hatem Arif
Deep Learning and Texture Analysis for Lung and Colon Cancer Predicting
Mohamed M. Neamah, Laith A. Al-Ani, and Loay E. George
Automated Diagnosis of Orthopedic Patients with Vertebral Column Disorders Using Advanced Mathematical Modeling
Chen Feng, Zhenhua Sun, Xinheng Dai, and Hongli Wen
Capsule Network Model for Detecting Spoofing Attack in the Internet of Medical Things (IoMT)
Mohammad A. Alsharaiah, Mohammed Amin Almaiah, Mansour Obeidat, and Rami Shehab
MEMF-Net: A Mega-Ensemble of Multi-Feature CNNs for Classification of Breast Histopathological Images
Alaa Hussein Abdulaal, Ali H. Abdulwahhab, Aqeel Majeed Breesam, Zahra Hasan Oleiwi, Riyam Ali Yassin, Morteza Valizadeh, and Saja Nafea Mohsin
Hotspot Issue Handling and Reliable Data Forwarding Technique for Ocean Underwater Sensor Networks
Omar Adil Mahdi, Yusor Rafid Bahar Al-Mayouf, Sameer Sami Hassan Al-Obaidi, Bourair AL-Attar, Hamed Balogun, and Suleman Khan
ADA-Application of Decision Analysis for Developing a Healthcare System to Predict Fetal Health
Melfi Alrasheedi and Theyazn.H.H Aldhyani
Valuing Fruit Tree Lease Contracts Under Uncertainty: A Probabilistic Framework for Fair Pricing
Abdurakhman Abdurakhman, Agus Sihabuddin, Kurniawan Chandra Wijaya, Evita Purnaningrum, and Di Asih I Maruddani
Ontology Features-Based Arabic Text Augmentation Using Word2Vec
Enas Tariq Khudair, Onsa Lazzez, Mourad Zaied, Tarek M. Hamdani, Ahmed T. Sadiq, Habib Chabchoub, and Adel M. Alimi
Evaluating the Performance of the DBSCAN Algorithm's using Number of External Scores Measures
Rajaa Hasan Abbas, Huda Qusay Hashim, and Huda Karem Nasser
Two-Factor Authentication Software for Bluetooth Pairing Between Mobile and PC Operating Systems
Sundos A. Hameed Alazawi, Abbas A. Abdulhameed, Mostafa Abdulghafoor Mohammed, and Thekra Abbas
Software Engineering Approach to Enhancing Privacy Protection: Automated Face Blurring Using Deep Learning in Arab Social Media
Yasmin Makki Mohialden, Nadia Mahmood Hussien, and Mostafa Abdulghafoor Mohammed
A New Approach for Multiprocessor System-On-Chip Application Scheduling in Multi-Objective Flow Shops
Tahani Jabbar Khraibet, Bayda Atiya Kalaf, and Ahmed Abbas Jasim
Multi Features Data Clustering Using Novel Statistical Method with Application to Color Images
Husham Y. A. Alameen and Ali Karah Bash
IoT-Enabled Machine Learning Framework for Prediction of Eutrophication
Hocine Dai, Akli Abbas, Houssam Eddine-Othman Lachemat, and Aicha Aid
Adaptive Crossover and Mutation Mechanisms for Enhanced LPB Algorithm Performance
Abbas M. Ahmed and Tarik A. Rashid
Editorial
The Innovative Technique for Obtaining the Solutions of Jeffery Hamel Nano-fluids Flow Problem
Haedir Abd AlRazak Namoos and Abeer Majeed Jasim
Reviews
A Comprehensive Review of Software Requirements Dependencies Analysis Techniques
Nahla Mohamed, Sherif Mazen, and Waleed Helmy
Challenges and Constraints in Trajectory Planning for Autonomous Robots
Jawad Abdouni, Tarik Jarou, Toufik Mzili, Abderrahim Waga, and Karima Bensassi
From Industrial Automation to Intelligent Automation: The Impact of IIoT on Process Control - A Review?
Ali S. Allahloh, Mohammad Sarfraz, Duraid Y. Mohammed, Nadeen Khaleel Ibrahim, and Hayder Hussein Thary
Comparison of Liu-Type Estimator for Multicollinearity in Fuzzy Logistic Regression Model
Ayad Habib Shemail, Ahmed Razzaq Al-Lami, and Amal Hadi Rashid
