Inductive Logic Programming [electronic resource] : 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.
Material type:
TextLanguage: English Series: Lecture Notes in Computer Science ; 7207Publication details: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.Description: 1 online resource (XI, 406 p. 130 ill.)ISBN: - 9783642319518
| Item type | Current library | Call number | Materials specified | Status | Date due | Barcode | Item holds | |
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Books
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National Library of India | Available | EBK000024128ENG |
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.
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