Vol. 15 No. 2 (2026): ICCSAI'24

• Preface for the Special Issue of the fifth International Conference of Computer Science and Artificial Intelligence’24, ICCSAI'24 Integrating Artificial Intelligence with Computer Science for Intricate Systems, Cross-Disciplinary Insights, and Advanced solutions

  Oumayma BANOUAR, Salah EL HADAJ, Mahdi GUARMAH

  1224-1225

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Research Articles

• Deep Learning-Based Classification of Retinal Pathologies

  Kawtar NAIM, Aziz DAROUICHI

  1226-1235

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• An Efficient Deep Learning Approach based on 3D Res-UNet for Multimodal Brain Tumor Segmentation

  Khaoula Echine, Aziz DAROUICHI

  1236-1247

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• Analyzing Performance Discrepancies: U-Net vs TransUNet for Aircraft Emergency Landing Site Detection

  Adil Illi, Salah EL HADAJ, Khadija BOUZAACHANE, EL Mahdi EL GUARMAH

  1248-1257

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• Attention-Enhanced Deep Convolutional Denoising Autoencoder for Cervical Cancer Image Quality Improvement

  Salma OUSSAHI, Aziz DAROUICHI, El Mahdi EL GUARMAH

  1258-1267

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• Innovative Hybrid Techniques for Cloud Detection and Segmentation Using Computer Vision and Machine Learning

  Laila AMIR, Abdessamad IMIDER, Aymane NEFDAOUI

  1268-1284

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• An Evaluation of Discretization Techniques for HMM-Based Classifiers

  Boutaina ouriarhli, Badreddine Benyacoub, Hafida Benazza

  1285-1298

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• A Fisher–Yates Shuffle in a Hardened Merkle–Damgård hash for the blockchain's PoW

  Asmaa CHERKAOUI, Seddik ABDELALIM, Abdelkarim LKOAIZA, Ilias ELMOUKI

  1299-1322

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• An Extended Grendel Approach Applied to Blockchain Signature as an Alternative to Keccak Permutation

  ABDELKARIM LKOAIZA, Seddik ABDELALIM, Asmaa CHERKAOUI, Ilias ELMOUKI

  1323-1342

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• Applying Author Profiling On Reddit Comments At The Document-Level

  Idriss Oulahbib, Meriem Benhaddi, Salah El hadaj

  1343-1356

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• Resolution of linear interval systems using neural networks and their application to the Leontief economic model

  Mohamed Amine Benhari, Mohammed Kaicer, Bennis Driss

  1357-1369

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• IoT-CR: A Novel IoT-Based Approach to Address Data Sparsity in Context-Aware Recommendation Systems

  Mohamed El Amine Chafiki, Oumaima Stitini, Soulaimane Kaloun

  1370-1380

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• Enhancing Recommender Systems through Active Learning Strategies with Matrix Factorization

  Bachir Asri, Iliass Igmoullan, Sara Qassimi

  1381-1397

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• A Contextual Wellness Recommender System Leveraging IoT Data for contextual Healthcare Recommendations

  Aicha AIT ELBAZ, Oumaima STITINI, Soulaimane KALOUN

  1398-1415

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• Comprehensive Study: Machine Learning and Deep Learning Approaches in Intrusion Detection Systems

  Najoua Azizi, Abdellah Jamali, Najib Naja

  1416-1432

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• A Hybrid Multi-Objective Immune Algorithm for Commercial Recommendation Systems

  Fatima Ezzahra ZAIZI, Sara Qassimi, Said Rakrak

  1433-1444

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