Vol. 18 No. 3 (2026): JQCM

View Vol. 18 No. 3 (2026): JQCM

DOI: https://doi.org/10.29304/jqcsm.2026.18.3

Published: 2026-09-30

Computer Articles

A Comprehensive Survey on Multi-Object Tracking: From Classical to Deep Learning-Based Methods

BATOOL B. ABOUD, Hikmat Z. Neima, Maytham Alabbas

Comp198–213
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Adaptive Fusion of DeBERTa-Base and MC-CNN for Enhanced Text Classification by Using AG News Dataset

Ali Jaber Tayh Albderi, Rasha Falah Kadhem

Comp 528–534
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Enhancing Sentiment Analysis through Hybrid Transformer Architectures and Contextual Embeddings

Waleed Nawaf Hammadi

Comp. 1–14
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The Inevitable Application of Internet of Things (IoT) to Healthcare: Transforming Baghdad Medical City into a Smart Hospital Ecosystem

Saad Imad Jasim

Comp 214–222
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Sensor-Fusion Baselines and Robustness Envelopes for Real-Time UAV Obstacle Detection on Embedded Platforms

Abdullah Thair Al-obaidi

Comp 499–516
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URL-Based Phishing Detection: A Comprehensive Review and New Taxonomy

Rafal Abd-Alkadhim Mohammed, Riyadh Rahef Nuiaa Alogaili, Ahmed Raad Al-Sudani

Comp 74–89
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Energy and Mobility-based Routing Protocol for E-VANET

Ahmed Jawad Kadhim

Comp 449–465
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LEA-RECT: A Parallel Hybrid Lightweight Block Cipher Combining ARX Diffusion and Bit-Slice S-Box Nonlinearity for Big-Data-At-Rest Encryption

Shakir Fadhil Shabram

Comp 517–527
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Predicting Cancer Treatment Response Using Machine Learning and Tabular Deep Learning

Zahraa Naser Shahweli

Comp 123–133
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Transformer-Based Hybrid Intrusion Detection Framework for Real-Time Zero-Day Cyberattack Detection Using Deep Learning and Large Language Models

Hayder Makki Shakir , Alaa Abid Muslam Abid Ali

Comp 379–402
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Digital Transformation in the Energy Sector Using Internet of Things Artificial Intelligence and Machine Learning Solutions

Rana Talib Hakim

Comp 329–345
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Energy-Aware Hybrid AI Framework for Intelligent Threat and Anomaly Detection in Resource-Constrained Wireless Sensor Networks

Raghad Tariq Al_Hassania, Zainab Ali Abboodb, Adil M. Salmanc

Comp 90–107
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Spectral Analysis of Deep Neural Network Weight Matrices Using Random Matrix Theory

Mohammed T.A.

Comp 315–328
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UAV-STNet: A Hybrid U-Net–Transformer–LSTM Architecture for Real-Time Object Detection in UAV Video Surveillance

Shoohi, Liqaa M.

Comp 15–27
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Machine Learning-Based Ternary Risk Stratification of Adolescent Social Media Addiction Using an Adapted Bergen Framework, PHQ-A Indicators, and Objective Screen-Time Data

Fatima Ali Mohammed, Sarah Saadoon Jasim

Comp 300–314
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A Secure and Efficient Hybrid Scheme for Medical Image Encryption

Husam Khalid Khammas, Maryam Abdulmunem Salman

Comp 365–378
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Using ML / DL in Diagnosis of Parkinson's Disease: review

Ezzulddin Sahi Allawia, Ahmad Shaker Abdalrada, Hasanain Hazim Azeez

Comp 286–299
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Market Regime-Aware Explainability for AI-Driven Financial Decisions: A Counterfactual and Uncertainty-Based Framework

Hadi Hasan Hadi

Comp 421–448
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A Hybrid GAN-CNN Framework for Enhanced Brain Tumor Classification from MRI Images

Huda Salloom Sultana, Rawa Ali Hassanb

Comp 60–73
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Database Cybersecurity System

Saad A. Abdulameer

Comp 134–144
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A Novel Approach for Optimal Service Placement in Fog-Based Internet of Things Using the Cappuccino Optimization

Zahraa Sabah Ali

Comp 239–256
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A Survey of Time Series Data Augmentation Techniques

Muntaha Abdel Hamza Hamid1, Lamia Abed Noor Muhammed2

Comp 50–59
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Innovative trust and privacy solutions for IOT devices in 5G environments

Ahmed Naeem Jasim, Hussein M. Jebur, Mohammed Yousif Arabi

Comp 145–161
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Hybrid Fuzzy Harmony Search and Multi-Modal Feature Fusion for Knee Osteoporosis Diagnosis

Saud M. Abdul Razzaqa, Baydaa I. Khaleel

Comp 346–364
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Towards Developing an Interaction Design Model for Services that Utilise Mobile and Wearable Devices

Alaa Alkhafaji

Comp 223–230
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A comparative study of Student Engagement algorithms in E-learning Environments

Susan Nadhum Ahmed, Manar Joundy Hazar, Mustafa Jawad Radif

Comp 257–273
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Malware detection and identification in Android using the meta-heuristic based neural network

Huda Faris Mohammed

Comp 182–197
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Detecting Ideological Framing in Geopolitical News: Fine-Tuning RoBERTa-Large with Algorithmic Resampling for Binary Bias Classification Fine-Tuning RoBERTa-Large with Algorithmic Resampling for Binary Bias Classification

Hanaa Ali Alshaibani, Ibtihal A. Mustafa

Comp 484–498
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Architecting for Scale: A Microservices-Oriented Framework for High-Efficiency Big Data Processing and Real-Time Analytics

Thaer Mufeed Taha Al-Hadithy1, Saad Hussein2*, Gamal Fathalla Ali3

Comp 28–38
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Optimized Deep Learning Framework Based On EfficientNetB0- for Bone Cancer Detection

Yaqeen Ali Mohsin , Osama Majeed Hilal, Alaa Taima Albu-Salih

COMP 274–285
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Deep Video Spoof Generation Based on Matting Technique

Nabaa Maad Abd AL-Kareem, Saud Jamila H

Comp 231–238
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Improving Textual Ekman-Based Emotion Mapping on Social Media and RoBERTa Models

Khawla Hadi Nasserallah1, Mohammed Hasan Abdulameer

Comp 39–49
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A Supervised Machine Learning Framework for Intrusion Detection Using NSL-KDD Dataset and Ensemble Classification Models

Khtam Al-Meyah

Comp 108–122
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A Plaintext Dependent Chaos based Image Encryption Scheme using Bit-Plane Scrambling and XOR based Diffusion

Zahraa Azhar Muhammad

Comp 466–483
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Data-Augmented Bone Cancer Detection Using a Hybrid CNN–GAN–GNN Framework with Explainable AI

Hasanain Flayyih Hasan, Hasan Mohammed Idan, Muntadher Basim Ali

Comp 403–420
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Math Articles

Investigating the Stability Behavior of Euler's Method in First-Order Linear Initial Value Problems

Hayder Abdulabbas Hasan

Math 177–191
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Hybrid Harris Hawks Optimization with Ant Lion Optimization Algorithm for Mathematical Intelligence Systems: A Computer Vision Approach

Jumana Jamal Al-Zamili

Math 255–272
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Ulam-Type Stability in Non-Archimedean Banach Algebras

Baneen Kareem Mohsen, Shaymaa Alshybani

Math 1–11
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H-G-Spaces and H-Limit sets

Ali Hilo Mohammed, Ahmed Talip Hussein

Math 224–229
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On Connectedness Via Nano Generalized Open Sets

Hashmiya Ibrahim Nasser

Math 230–234
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Physics-Informed Neural Networks for Solving Bagley-Torvik fractional differential equation

Zena Talal Yassin, Dalya Mahmood Merie, Waleed Al-Hayani

Math 44–55
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Application of Statistical Method in Mathematical Models

Fatima Al-Kanan, Mohammed waleed AbdulRidaha, Takia Ahmed Jwad

Math 213–223
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e*s-Ejective Module

Mustafa Kareem Mashre, Wasan Khalid

Math 74–81
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An Efficient Analytical Simulation Algorithm For Solving an Epidemiological model

Mahdi Abdulredha Sabea

Math 82–90
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Construction of (k,r)-caps in the Projective 3-Space PG(3,q) over the Galois Field GF(19)

Aidan Essa Mustafa Sulaimaan

Math 56–64
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New Approach of Closure Operator By Using Mixture Path System

Shafaa K. Dakeel, Khalid Sh. Al’Dzhabri

Math 18–28
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Closed Forms and Bounds for Zagreb Indices of Dihedral Orbit Graphs

Haider Abdulsada, Faik Mayah

Math 235–240
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Rigorous Error Quantification and Adaptive Sampling Diagnostics for Physics-Informed Neural Networks

Bilal Ahmed Shihab

Math 241–254
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A Rigorous Treatment of Supra Feebly Open Sets in Supra Topological Spaces

Marwa Qasim Atshan

Math 65–73
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Spectral Analysis of Matrix Differential Operators Using an Operational Matrix Method

Ayub Jassim Anad

Math 192–205
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A Stochastic Cancer Model for Investigating the Dynamical Effects of a Viral Injection Therapy”

Asmahan Abed Yasir

Math 134–158
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Coefficient Estimates for Certain New Classes of Bi-Univalent Functions in Hilbert Space Framework

Salah Mahdi Ali, Sanaa Noor Al-Sharifi, Rafid Habib Buti

Math 273–281
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Integration of Intelligent Computing Architecture and Artificial Neural Networks in Supporting Decision-Making Processes: A Case Study of the Capital Market

Yasen Rajihy

Math 290–300
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Common Fixed Point for four mappings with weakly compatible in Partial b-Metric Space

Ahmed Ibraheem Abd Zaid

Math 91–104
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On Nano Hexa Topological Spaces

Noor A. Mohmed , Rana B. Yaseen

Math 38–43
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Modeling of Position-Dependent Viscosity in Carreau Fluid Flow under the Influence of a Magnetic Field through a Curved Channel

Salwa K. Kazem Al-Tamimi, Dheia G. Salih Al-Khafajy

Math 105–121
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S-Maximal Prime Submodules

Hasan Shakir Wali, Haithab Abood Shahad

Math 170–176
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Error Estimation for polynomial Approximations in L_(p,w^* ) space

Safa Turki Atiyah, Nada Zuhair Abd AL-Sada

Math 206–212
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A Two-Dimensional Reaction–Diffusion Model for Tumor–Drug Interaction: Analytical Solution via Triple Laplace Transform and Accelerated Adomian Method

Azhar Mohamed Hajo, Ahmed Farooq Qasim

Math 122–133
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Existence, Multiplicity, and Spectral Approximation for Nonlinear Caputo FBVPs: A Fixed-Point and Operational Matrix Approach

Hussein Fadhil

Math 159–169
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Improving Nonlinear Van der Pol Equation Numerical Solutions using a Hybrid GA-PSO Algorithm and Dynamic Adaptive Collocation Method

Ali Hamza Hussain

Math 12–17
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Structure Model of Fuzzy Soft Homotopy Theory

Zahraa Tareq Hasan, Daher Waly Al Baydli1

Math 29–37
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On Coefficient Bounds of Bi-Univalent Functions Subordinated via Chebyshev Polynomials and Symmetric q-Derivatives

Suad Y. Al-Mayyahi, Rafid Habib Buti

Math 282–289
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Statistic Articles

A Methodological Study on the Impact of Several Latin Hypercube Designs in Constructing Ordinary Kriging Models

Zainab Abdulateef Rasheed, Younus Al-Taweel, Shaymaa M. Younus

Static 1–8
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