Intelligent Algorithms and Computational Models

All Items

• Automating COVID-19 Classification in Chest CT Scans Using Advanced CNN Architectures

  Muhammad GamalEldin, Hala Abdel Galil, Hatem M. Noaman, Hamdi A. Mahmoud (Author)

  117-131

• Enhancing Drug-Target Interaction Prediction with CNN-Based Deep Learning and Systematic Encoding Strategies

  Abdelmoty M. Ahmed1, Heba Saeed 2, Mayar Adel 3, Yasmeen Ataa 4, Mayar Mohamed 5, Hasnaa Ahmed *6 (Author)

  5-16

• Evidence-Grounded Vision–RAG Framework for Clinically Reliable Visual Reasoning in Chest X-Ray Analysis

  Shahd Ahmed, Norhan Alaa, Alaa Khaled, Sama Ali, Lara Zein, Neelakrishnan Subramanian (Author)

  49-60

• Reliable Drug–Target Interaction Prediction Using Convolutional Neural Networks with Robust Negative Sample Generation

  Heba Saeed, Mayar Adel, Yasmeen Ataa, Mayar Mohamed, Hasnaa Ahmed, Tan Wei Hong, Niresh Jayarajan (Author)

  34-48

• Supervised Machine Learning Approaches for Multimodal Soil and Plant Health Monitoring in Precision Agriculture

  Alaa Khaled, Fatma Saad, K. Martin Sayagam, Azidine Guezzaz (Author)

  1-11

• A Deep Learning Framework for Breast Cancer Detection Using Histopathological Imaging

  Shahd A. AbdElraouf, Esraa Emad Ahmed, Amer Ibrahim, Eman Ebrahim Salah, M. A. El-Mowafy (Author)

  26-33

• AI-Guided Grover Search for Simulation-Based Evaluation of Post-Quantum Security in CKKS Homomorphic Encryption

  Howaida Allam, Sonal Trivedi (Author)

  22-35

• Certainty-Aware Skin Lesion Segmentation with Post-Hoc Reliability Estimation for the Segment Anything Model

  Hamdi A. Mahmoud, Osamah Ibrahim Khalaf, Ola Farid (Author)

  71-86

• Diagnosing Planning Quality in LLM-Based Penetration Testing Using Execution-Free Evaluation

  Howaida Allam, Azidine Guezzaz (Author)

  51-70

• Hierarchical Swin Transformer for Multi-Stage Dementia Diagnosis with Clinically-Grounded Visual Explainability

  Amr A. Hassanain, Tan Wei Hong, Rajeev Kumar, Mona Ali Abdelrahman (Author)

  105-116

• Machine Learning for Chronic Disease Classification and Comorbidity Detection: Methodological Gaps and Future Directions

  Asmaa Atwa, Ahmed Yehia Ismaeel, Ahmed A. Elngar (Author)

  87-104

• Unified Hybrid Self-Supervised Architecture Combining Contrastive and Non-Contrastive Learning for Multi-Level Visual Representation

  Ali N. K Alhejoh, Ibrahim AbuNahleh, Mohammed Hashem Almourish (Author)

  12-25

• Weight-Tied Adaptive Recursive Vision–Language–Action Transformer for Efficient Multimodal Robotic Control

  Howaida Allam, Inam Ullah Khan (Author)

  36-50