الجلسات العلمية للمؤتمر

الجلسة الأولى الجلسة الثانية الجلسة الثالثة الجلسة الرابعة

الجلسات العلمية الأولى

القاعة (1) - عروض بالحضور الشخصي
رقم عنوان البحث المؤلفون الوقت
1 A Hybrid XGBoost Framework with Feature Interaction and SMOTE for Accurate and Explainable Diabetes Prediction Marwah Ahmeed and Khamis Aljribi 12:00 م
11 Fine-tuning BERT: LoRA vs QLoRA for Business News Summarization Boshra Awina, Sahar Abodabus and Ahmed Abushaala 12:20 م
15 Multi-Sensing Radar Architecture for Human Activity Classification in Open Border Regions and Forested Environments Salwa Ahmed and Marai Abousetta 12:40 م
68 Multimodal Emotion Recognition for Misurata Dialect Speech Using Audio and Textual Features Amna Mohammed, Nada Mukhtar and Ahmed Abushaala 1:00 م
76 A Comparative Analysis of Imputation Techniques and Machine Learning Models for Soil Fertility and Amendment Classification Abduladem Aljamel, Mukhtar Agoub and Jalal Elgadi 1:20 م
59 Multi-Modal Sensor Fusion for Foliage-Penetration Target Detection Marai Abousetta and Salwa Ibrahim 1:40 م
74 Empirical Evaluation of Ensemble and Deep Learning Paradigms for Power Grid Management Abdullah Oshah and Ghada Madani 2:00 م
78 Optimized CNN Architectures for Arabic Sign Language Recognition Alla Barakat, Weageh Founas and Kenz Bozed 2:20 م
4 AI-Based Assistive Systems for Visually Impaired: An Analytical and Comparative Review Reima Almajdoub 2:40 م

الجلسات العلمية الثانية

القاعة (1) - عروض بالحضور الشخصي
رقم عنوان البحث المؤلفون الوقت
17 Computational Analysis of Narrative Bias in Arabic Coverage of the Libyan Conflict Hoda Badesh and Mohamed Sullabi 14:00
34 A framework for improving risk management in the agile environment Mohamed Hagal and Nagea Idris 14:20
37 Detection of Personality Traits through Arabic Text Analysis Wehad Abbas, Haneen Alsherif and Atef Eldenfria 14:40
83 أنماط اعتماد طلبة تقنية المعلومات على أدوات الذكاء الاصطناعي التوليدي في البرمجة عبدالمولى القمودي، رهام القصبي، البشير القمودي 15:00
84 Early Prediction of Febrile Seizures in Children Using Machine Learning Techniques Raneem Elsalmi 15:20
85 Mapping the Intellectual Landscape: A Deep Learning Approach to Bibliometrics Using SBERT, HDBSCAN, and Rigorous Data Sanitization Roqyia Abdelhamed 15:40
القاعة (2) - عروض بالحضور الشخصي
رقم عنوان البحث المؤلفون الوقت
49 A Collaborative Virtual Reality Environment for Immersive Software Architecture Exploration and Team Development Haneen Alhejaji, Nuredin Ahmed and Abdulrahman Ashtawi 14:00
31 Reprogrammable Active Defense Architectures: A Next-Generation Machine Learning Framework for Kinetic Threat Redirection in Adaptive Military Wearables Llahm Ben Dalla, Ömer Karal, Tarik A. Rashid, Mohamed EL-sseid, Almhdie Agila, Mansour Essgae 14:20
45 Keystroke Dynamics for User Authentication: A Multi-Method Feature Importance Analysis Using Random Forest, SHAP, PCA and Neural Networks Nada Gheriyani and Elbahlul Fgee 14:40
القاعة (3) - عروض عن بعد
رقم عنوان البحث المؤلفون الوقت
64 مقارنة وتحسين الكشف الآلي لأورام الدماغ باستخدام نموذجي EfficientNetB0 و ResNet50 محمد الصلابي ومنية اغليو 09:00 ص

الجلسات العلمية الثالثة

القاعة (1) - عروض بالحضور الشخصي
رقم عنوان البحث المؤلفون الوقت
51 Mining User Associations: Comparing FP-Growth and Eclat Algorithms on Mini-Batch K-means Clusters in a Big Data Environment Ahlam Alshwerf, Ali Elrowayati and Ahmad Almjabbar 09:20 ص
52 Human Activity Recognition Using Wi-Fi Channel State Information Based on Signal Preprocessing and Machine Learning Fairouz Debbek and Mohammed Elsheh 09:40 ص
54 Fine-Tuning mBART for Low-Resource Dialectal Arabic Translation: A Case Study on Libyan Arabic Alaa Alsagoutri and Ali Abdulshahed 10:00 ص
57 An Explainable Feature-Level Stacking Deep Learning Framework for Dental Caries Detection in Panoramic Radiographs Salmi Tantoun and Ahmed Ben Sasi 10:20 ص
87 Evaluating Policy Optimization Methods for Continuous Control on the MuJoCo Benchmark Rhoud Ghuniem and Alla Barakat 10:40 ص

الجلسات العلمية الرابعة

القاعة (1) - عروض بالحضور الشخصي
رقم عنوان البحث المؤلفون الوقت
73 Enhancing Phishing Website Detection through Hybrid Ensemble and Stacking Machine Learning Models Ghada Madani and Abdullah Oshah 11:20 ص
60 A Review of Arabic Text Summarization: From Seq2Seq Models to Pretrained Language Models Almahdi Elzalouk and Hussein Khalil 11:40 ص
46 A Comparative Study on Overfitting Control in Libyan Sentiment Analysis Models Safa Swesi, Nuredin Ahmed and Abdulrahman Ashtawi 12:00 م
40 Software Project Risk Assessment Using Natural Language Processing and Historical Data: A Hybrid BERT-Random Forest Framework Nuha Haman and Abduladem Aljamel 12:20 م
90 CNN-BeamNet: A Low-Complexity Deep Learning Framework for Real-Time Adaptive Beamforming and Interference Mitigation Hadeel Jabkallah and Jalal Srar 12:40 م
القاعة (2) - عروض بالحضور الشخصي
رقم عنوان البحث المؤلفون الوقت
69 A Six-Pillar Framework for National AI Strategy: A Multi-Case Study of Libya Ali Bakeer 11:20 ص
89 Automated Carotid Artery Segmentation from Medical Images Using an Enhanced U-Net Deep Learning Model Yousef Aburawi and Mohamed Sullabi 11:40 ص
27 التحول الرقمي في المكتبات الأكاديمية وأثره على تحسين الخدمات المقدمة لأعضاء هيئة التدريس سالمين حمزة 12:00 م
75 Bridging Connectionism and Symbolism: A Comprehensive Survey of Neural-Symbolic Integration in Artificial Intelligence Ghada Madani, Abdullah Oshah and Jannat Harb 12:20 م
72 Bridging the Physical and Digital: Digital Transformation through Data Engineering and GIS Integration in Libya's Logistic Services Sector Ali Bakeer 12:40 م
القاعة (3) - عروض عن بعد
رقم عنوان البحث المؤلفون الوقت
77 Non-destructive Dental Panoramic X-Ray Tooth Caries Detection System Using Computer Vision based on Supervised ML Meftah Alfatni and Ameena Alshwerf 11:20 ص
82 نموذج ذكاء اصطناعي هجين للكشف عن سرطان الجلد وتصنيفه باستخدام الشبكات العصبية الالتفافية زاهي الجارني، حسن الخضافي، إبراهيم ناصر 11:40 ص
86 A Hybrid YOLOv5-CNN Model for Vehicle Identification Number Recognition Marai Abousetta and Saaida Alnour 12:00 م
16 Physics-Informed Deep Learning for Sonar: Enhancing Performance in Noisy Environments via Kalman-DEMON Features Marai Abousetta and Saaida Alnour 12:20 م
66 Deep Learning-Driven Target Recognition in Passive SONAR: A Hybrid Kalman-DEMON Approach for Noisy Offshore Environments آمنة الأسطى ومحمد الصلابي 12:40 م