Graph-Powered Machine Learning
(Author) Alessandro Negro
Format:
Paperback
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- Machine learning and graphs : an introduction -- 2. Graph data engineering -- 3. Graphs in machine learning applications -- 4. Content-based recommendations -- 5. Collaborative filtering -- 6. Session-based recommendations -- 7. Context-aware and hybrid recommendations -- 8. Basic approaches to graph-powered fraud detection -- 9. Proximity-based algorithms -- 10. Social metwork analysis against fraud -- 11. Graph-based natural language processing -- 12. Knowledge graphs.
Information
Publisher:
Manning Publications
Format:
Paperback
Number of pages:
None
Language:
en
ISBN:
9781617295645
Publish year:
2021
Publish date:
Nov. 15, 2021