Vol. 5 No. 1 (2026): Journal of Al-Farabi for Engineering Sciences

Articles

• Classification of ECG Signals Using CNNs: An Improved Model for Cardiac Disease Diagnosis

  Diyar Qader Zeebaree

  1-13

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• An Intelligent Deep Residual Network for Automated Lung Cancer Detection Using ResNet50

  Zainab Muhammed, Belal Al-Khateeb

  14-23

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• Process Mining and Business Intelligence for the Detection of Suspicious Transactions

  Fatimtzahraa Ghassan Majid, Huda Lafta Majeed, Gromov, Y.Y

  24-41

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• A Suite of Interpretable Hybrid Systems with a Voting Mechanism for Detecting Financial Fraud in Digital Forensics

  Alaa Kadum Abed Ali, Huda Lafta Majeed, Gromov, Y.Y

  42-50

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• Leakage-Free Segmentation-Based ANN for Crack Localization and Depth Estimation in Cantilever Beams

  Mohammad Majeed, Khaldoon Brethee, Firas Basim

  51-65

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• EMBER-Based Static Malware Detection: A Critical Review of Accuracy, Explainability, and Temporal Robustness Trade-offs

  Ahmed M. Redha Abdulsattar, Riyadh Rahef Nuiaa Alogaili, Ahmed Raad Al-Sudani, Selvakumar Manickam

  66-93

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• Machine Learning-Based Prediction of Smartphone Addiction Using Behavioral Usage Features

  Hasanain Hazim Azeez

  94-107

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• Enhanced Cobra Optimization for Lightweight Intrusion Detection in Edge-IoT Networks

  Huda Ali Mahdi

  108-121

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• Deep Learning Framework for Intellectual Property Authentication of Digital Artworks

  Jasim Mohammed Atiyah

  122-143

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• Integration of Deep Learning Techniques with Hu Moment Invariants for Automated Cancer Stage Determination

  Azhar K. Flayeh, Salam A. Thajeal

  144-154

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• Review Study on the Effect of the End Sill Geometry on the Downstream Scour

  Haneen Mutni Ibrahim, Layla Ali. M. Saleh, Aysar Tuama Al-Awadi

  155-175

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• Deep Reinforcement Learning for Adaptive Intrusion Detection in Software-Defined Networks

  Fatima Hameed Shnan, Bushra Majeed Muter

  176-195

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• Leakage-Safe Borrower Segmentation Using Deep Clustering and Machine Learning in Large-Scale Lending Data

  M. E. Alqaysi, Ahmed Subhi Abdalkafor, Murtadha M. Hamad

  196-209

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• AI-Enabled Hybrid Optical–Acoustic Communication for UUVs Using WDM-OOK: Design and Real-Time Performance Evaluation

  Sameer Sami Hassan, Yusor Rafid Bahar Al-Mayouf, Omar Adil Mahdi, Marcel Ambroze

  210-222

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