Inductive logic programming 21st international conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, revised selected papers /
This book constitutes the thoroughly refereed post-proceedings of the 21st International Conference on Inductive Logic Programming, ILP 2011, held in Windsor Great Park, UK, in July/August 2011. The 24 revised full papers were carefully reviewed and selected from 66 submissions. Also included are fi...
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| Другие авторы: | , , |
| Формат: | eКнига |
| Язык: | English |
| Опубликовано: |
Berlin, Heidelberg
Imprint: Springer
2012.
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| Серии: | Lecture Notes in Computer Science
7207 |
| Предметы: | |
| Online-ссылка: | Click here to view the full text content |
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Оглавление:
- <p>Inference and Learning
- Beyond Reward: The Problem of Knowledge and Data
- Exploiting Constraints
- Online Bayesian Inference for the Parameters of PRISM Programs
- Learning Compact Markov Logic Networks with Decision Trees
- Relational Networks of Conditional Preferences
- <i>k</i>-Optimal: A Novel Approximate Inference Algorithm for ProbLog
- Learning Directed Relational Models with Recursive Dependencies
- Integrating Model Checking and Inductive Logic Programming
- Inductive Logic Programming in Answer Set Programming
- Graph-Based Relational Learning with a Polynomial Time Projection Algorithm
- Interleaved Inductive-Abductive Reasoning for Learning Complex<i> </i>Event Models.-<i> </i>Conceptual Clustering of Multi-Relational Data
- Expressive Power of Safe First-Order Logical Decision Trees
- Relational Learning for Spatial Relation Extraction from Natural<i></p>.