Foundations of probabilistic logic programming : languages, semantics, inference and learning /: languages, semantics, inference and learning. (2023)

• Record Type: Book
• Further Information: Note: Fabrizio Riguzzi.
• Authors: Riguzzi, Fabrizio
• Contents: 1. Preliminaries 2. Probabilistic Logic Programming Languages 3. Semantics with Function Symbols 4. Hybrid Programs 5. Semantics for Hybrid Programs with Function Symbols 6. Probabilistic Answer Set Programming 7. Complexity of Inference 8. Exact Inference 9. Lifted Inference 10. Approximate Inference 11. Non-Standard Inference 12. Inference for Hybrid Programs 13. Parameter Learning 14. Structure Learning 15. cplint Examples 16. Conclusions
• Edition: Second edition
• Publisher Details: Gistrup : River Publishers
• Publication Date: 2023
• Extent: 1 online resource (506 pages), illustrations (black and white, and colour)
• Subjects: 005.115; Logic programming; Probabilistic automata
• Languages: English
• ISBNs: 9781000923223; 9781000923216
• Related ISBNs: 9788770227193
• 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.