أزهار عبد الحسن شلال

نبذة

• الذكاء الاصطناعي (AI): دراسة وتطوير خوارزميات التعلم الآلي والأنظمة الذكية. • علوم الحاسبات: تصميم وتطوير النظم البرمجية وهيكلية البيانات. • معالجة الإشارات الرقمية (DSP): تحليل وتعديل الإشارات الرقمية مثل الأصوات والصور لتحسين جودتها واستخلاص البيانات منها. • التقنيات الافتراضية ومحاكاة الواقع: تطبيق التكنولوجيا الحديثة في محاكاة بيئات الواقع الافتراضي والواقع المعزز وتوظيفها في الهندسة والتعليم البرمجي.

البحوث والمنشورات (25)

1. 1. Intelligent Communication using Dynamic Scheduling Algorithm with Resource Allocation Scheme in VANETs Environments — 2025
2. 2. Improved Connectivity Based Directional Adaptive Clustering Approach for Urban Vehicular Ad-hoc Network — 2025
3. 3. Cooperative Relaying Based MAC Layer with Efficient Multiple-hop V2V Communications in Urban VANETs Environments — 2025
4. 4. Traffic Management and Hybrid Massive Data Transmission with Multipath Mitigation in Vehicle to Vehicle Communication — 2025
5. 5. Successful Data Delivery with Quality Aware Route Discovery in Vehicular Adhoc Networks in Urban Scenarios — 2025
6. 6. Maximum Lifetime Based Optimized Particle Swarm Routing in Vehicular Adhoc Network — 2025
7. 7. AI-Powered Credit Card Fraud Detection Using Optimized Convolutional Neural Networks and Synthetic Data Augmentation — 2025
8. 8. A Swarm Intelligence-Driven Framework for Detecting Insider Trading in Stock Markets — 2025
9. 9. Trust-Aware Federated Learning for Secure Loan Approval in Peer-to-Peer Lending Platforms — 2025
10. 10. Secure Transmission Path Optimization in UAV Mesh Networks Using Reinforcement Learning Techniques — 2025
11. 11. Blockchain-Integrated Genetic Algorithm for Secure Asset Allocation in Robo-Advisory Systems — 2025
12. 12. A Hybrid Deep Learning and Elliptic Curve Cryptography Scheme for Real-Time Financial Transaction Security — 2025
13. 13. Byzantine-Resilient Federated Deep Learning for Secure and Privacy-Preserving Smart Healthcare Using Krum — 2025
14. 14. Enhancing Virtual Private Network (VPN) Security via Dynamic Key Rotation: A Theoretical and Partial Simulation Study — 2025
15. 15. Adaptive Machine Learning Models for Cloud-Based Security Risk Evaluation and Incident Prediction — 2025
16. 16. ReinNN_GT: Reinforced Neural Network with Game theory based intrusion detection in Wireless Sensor Network — 2025
17. 17. Optimizing Dual-Slot Antenna Performance for 6G Frequencies Using Digital Transformation and Machine Learning Techniques — 2025
18. 18. Fine-Grained Emotion Recognition from Short Video Clips Using CNN-LSTM with Facial Action Heatmaps — 2025
19. 19. Introducing UOM-Dataset : Object Detection Dataset with Performance Evaluation of YOLOv10–v12 — 2025
20. 20. Improve Design Antenna by Using Machine Learning and Material — 2025
21. 21. Adapting German energy transition rules for Iraq through industry, flexibility, and demand management — 2024
22. 22. Improve the Design of the Antenna by Using Polynomial Regression — 2024
23. 23. Design and Testing of Bidirectional DC-DC Converters for Emergency Lighting — 2024
24. 24. MODELING OPTIMAL OIL PRODUCTION AND EXPORT LEVELS IN IRAQ: IMPLICATIONS FOR FIRM PROFIT MAXIMIZATION, GOVERNMENT REVENUE, AND GLOBAL ENERGY MARKETS — 2023
25. 25. Machine learning with A MIMO Antenna for Wireless Communication Systems — 2023

المواد التي يدرّسها

• اساسيات الاشارة...شبكات...اتصالات...حوسبه سحابيه....محاكيات