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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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| Auteurs principaux : | , , , |
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| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Inductive Logic Programming : 21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 August 3, 2011, Revised Selected Papers / edited by Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi. |
| Édition : | 1st ed. 2012. |
| Publié : |
Berlin, Heidelberg :
Springer Berlin Heidelberg
, 2012 |
| Collection : | Lecture Notes in Artificial Intelligence ; 7207 |
| Accès en ligne : |
Accès Nantes Université
Accès direct soit depuis les campus via le réseau ou le wifi eduroam soit à distance avec un compte @etu.univ-nantes.fr ou @univ-nantes.fr |
| Contenu : | 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 |
| Sujets : | |
| Documents associés : | Autre format:
Inductive Logic Programming Autre format: Inductive Logic Programming |