Generative AI, Large Language Models, Graph Neural Networks and Knowledge Graphs Applications

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ISBN No.:	9780443445972
Pages:	500
Year:	202604
Format:	Trade Paper
Price:	$ 327.71
Dispatch delay:	Dispatched between 7 to 15 days
Status:	Available (Forthcoming)

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PART I: Key Technologies and Methodologies 1. Deep Learning and Neural Networks 2. Generative Models in Depth 3. Transformers and Attention Mechanisms 4. Understanding Large Language Models (LLMs) 5. Graph Neural Networks (GNNs) and Knowledge Graphs 6. Combining Generative AI and Large Language Models 7. Enhancing Knowledge Graphs with Generative AI 8.

Graph Neural Networks for Knowledge Representation 9. AI-Powered Multimodal Systems: Combining Text, Graphs, and Images PART II: Practical Applications and Case Studies in Healthcare 10. Alzheimer's Disease detection using KG, GNN and LLMs 11. Schizophrenia detection using KG, GNN and LLMs 12. Bipolar Disorder detection using KG, GNN and LLMs 13. Depression detection using KG, GNN and LLMs 14. Diabetes detection using KG, GNN and LLMs 15. Obesity detection using KG, GNN and LLMs 16.

Coronary Artery Disease detection using KG, GNN and LLMs 17. Hypertension detection using KG, GNN and LLMs 18. Rheumatoid Arthritis detection using KG, GNN and LLMs 19. Systemic Lupus Erythematosus detection using KG, GNN and LLMs 20. Breast Cancer detection using KG, GNN and LLMs 21. Prostate Cancer detection using KG, GNN and LLMs 22. Colorectal Cancer detection using KG, GNN and LLMs 23. Parkinson's Disease detection using KG, GNN and LLMs 24.

Amyotrophic Lateral Sclerosis detection using KG, GNN and LLMs 25. scRNA analysis using KG, GNN and LLMs 26. Social Media Text as a Tool for Monitoring Public Mental Health Trends: A Sentiment Analysis PART III: Practical Applications and Case Studies in Cybersecurity 27. Malware Analysis using KG, GNN and LLMs 28. DDoS attack dataset against EV authentication using KG and GNN 29. Attack detection in Internet of Medical Things using KG and GNN 30. IDS in Internet of Vehicles (IoV) using KGs and GNN 31. EV charger attack detection using KG and GNN 32.

Automatic Reasoning for Fact Verification Using KGs and Language Models 33. Attack detection in IoT environment using KGs and LLMs 34. Modbus attack detection using KG and GNN 35. LLM-based models to assess the accuracy of real/fake tweet detection.

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