Inductive Logic Programming - Info and Reading Options
19th International Conference, ILP 2009, Leuven, Belgium, July 02-04, 2009. Revised Papers
By Luc de Raedt
"Inductive Logic Programming" was published by Springer-Verlag Berlin Heidelberg in 2010 - Berlin, Heidelberg, it has 257 pages and the language of the book is English.
“Inductive Logic Programming” Metadata:
- Title: Inductive Logic Programming
- Author: Luc de Raedt
- Language: English
- Number of Pages: 257
- Publisher: ➤ Springer-Verlag Berlin Heidelberg
- Publish Date: 2010
- Publish Location: Berlin, Heidelberg
“Inductive Logic Programming” Subjects and Themes:
- Subjects: ➤ Logic design - Computer science - Database management - Information storage and retrieval systems - Data mining - Computer software - Logic programming - Induction (Logic) - Congresses
Edition Specifications:
- Format: [electronic resource] :
Edition Identifiers:
- The Open Library ID: OL25543267M - OL16936167W
- Library of Congress Control Number (LCCN): 2010929279
- ISBN-13: 9783642138393 - 9783642138409
- All ISBNs: 9783642138393 - 9783642138409
AI-generated Review of “Inductive Logic Programming”:
"Inductive Logic Programming" Description:
Open Data:
Knowledge-Directed Theory Revision -- Towards Clausal Discovery for Stream Mining -- On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics -- Induction of Relational Algebra Expressions -- A Logic-Based Approach to Relation Extraction from Texts -- Discovering Rules by Meta-level Abduction -- Inductive Generalization of Analytically Learned Goal Hierarchies -- Ideal Downward Refinement in the Description Logic -- Nonmonotonic Onto-Relational Learning -- CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods -- Speeding Up Inference in Statistical Relational Learning by Clustering Similar Query Literals -- Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples -- ProGolem: A System Based on Relative Minimal Generalisation -- An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge -- Boosting First-Order Clauses for Large, Skewed Data Sets -- Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages -- Transfer Learning via Relational Templates -- Automatic Revision of Metabolic Networks through Logical Analysis of Experimental Data -- Finding Relational Associations in HIV Resistance Mutation Data -- ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries -- Parameter Screening and Optimisation for ILP Using Designed Experiments -- Don’t Fear Optimality: Sampling for Probabilistic-Logic Sequence Models -- Policy Transfer via Markov Logic Networks -- Can ILP Be Applied to Large Datasets?
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