Responsible graph neural networks. (2023)

• Record Type: Book
• Further Information: Note: Mohamed Abdel-Basset, Nour Moustafa, Hossam Hawash, Zahir Tari.
• Authors: Abdel-Basset, Mohamed; Moustafa, Nour; Hawash, Hossam; Tari, Zahir
• Contents: 1. Introduction to Graph Intelligence 2. Fundamentals of Graph Representations 3. Graph Embedding: Methods, Taxonomies, and Applications 4. Toward Graph Neural Networks: Essentials and Pillars 5. Graph Convolution Networks: A Journey from Start to End 6. Graph Attention Networks: A Journey from Start to End 7. Recurrent Graph Neural Networks: A Journey from Start to End 8. Graph Autoencoders: A Journey from Start to End 9. Interpretable Graph Intelligence: A Journey from Black to White Box 10. Toward Privacy Preserved Graph Intelligence: Concepts, Methods, and Applications
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2023
• Extent: 1 online resource (307 pages), illustrations (black and white)
• Subjects: 005.8; Computer security; Neural networks (Computer science)
• Languages: English
• ISBNs: 9781000871234; 9781000871173
• Related ISBNs: 9781032359892; 9781032359885
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.