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...
| Συγγραφή απο Οργανισμό/Αρχή: | |
|---|---|
| Άλλοι συγγραφείς: | , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2012.
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| Σειρά: | Lecture Notes in Computer Science,
7207 |
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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
- k-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 Event Models
- Conceptual Clustering of Multi-Relational Data
- Expressive Power of Safe First-Order Logical Decision Trees
- Relational Learning for Spatial Relation Extraction from Natural.
