Luc De Raedt
Probabilistic Inductive Logic Programming
- ISBN 13:
- 9783540786511
- author:
- Luc De Raedt
- format:
- Paperback
- publisher:
- Springer-Verlag New York, LLC
- language:
- English
- Publication Year:
- 2008
- Pages:
- 341
- Genre:
- Medicine Textbook
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Probabilistic Inductive Logic Programming is an emerging field that combines probability and logic with learning. This growing area of research has significant implications for various disciplines, including data mining, machine learning, and artificial intelligence.
The increasing amount of heterogeneous data being collected in the business and scientific world has created a need for new methods to analyze and make sense of this information. The book provides an introduction to this field, with a focus on methods based on logic programming principles. It is also the main result of a successful European research project that explored the application of probabilistic inductive logic programming.
The book offers a comprehensive overview of the theory, implementation, and applications of probabilistic inductive logic programming. With its interdisciplinary approach and emphasis on logic programming principles, it provides a valuable resource for researchers and practitioners working in related fields.