Journal of Al-Qadisiyah for computer science and mathematics (JQCM) is a peer-reviewed scientific journal issued by College of computer Science and Information Technology /University of Al-Qadisiyah since 2009 periodically 2 times per year. ISSN 2521-3504 (Online), ISSN 2074-0204 (Print).

About the Journal

How to publish in Al-Qadisiyah Journal of Computer Science and Mathematics

The Journal of Al-Qadisiyah for Computer Science and Mathematics (JQCM) is a scientific journal published by the College of Computer Science and Information Technology at the University of Al-Qadisiyah. It has been published since 2009, initially with two issues per year, and since 2019 with four issues per year. To date, the journal has published 18 issues. For articles in Volume 5 and above, submission and acceptance dates are indicated, whereas for articles in Volume 10 and above, the online availability date is indicated.

ISSN 2521-3504 (Online), ISSN 2074-0204 (Print)

Current Issue

Vol. 18 No. 3 (2026): JQCM

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

Published: 2026-09-30

Computer Articles

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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Rule-Based Snapshot Verification and Recovery Framework for Distributed Cloud Storage

Ghassan Adnan Ghassan Adnan Hammoodi Al-Bdairi , Saad Talib Hasson

Comp 535–558
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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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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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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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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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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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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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 Hybrid LSTM–XGBoost Framework Optimized by Particle Swarm Optimization for Short-Term Energy Demand Forecasting Using Large-Scale Smart Meter Data

Rand Jalal, Intisar Al-Mejibli

Comp 560–572
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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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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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Math Articles

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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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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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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Rigorous Error Quantification and Adaptive Sampling Diagnostics for Physics-Informed Neural Networks

Bilal Ahmed Shihab

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

Marwa Qasim Atshan

Math 65–73
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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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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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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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