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Inductive logic programming : 16th international conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006 : revised selected papers

Author: Stephen Muggleton; Ramon Otero; Alireza Tamaddoni-Nezhad
Publisher: Berlin ; New York : Springer, ©2007.
Series: LNCS sublibrary., SL 7,, Artificial intelligence.; Lecture notes in computer science, 4455.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Database:WorldCat
Summary:

Constitutes the refereed post-proceedings of the 16th International Conference on Inductive Logic Programming, ILP 2006, held in Santiago de Compostela, Spain, in August 2006. This book features the  Read more...

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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
ILP (Conference).
Inductive logic programming.
Berlin ; New York : Springer, ©2007
(DLC) 2007931449
(OCoLC)163094769
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Stephen Muggleton; Ramon Otero; Alireza Tamaddoni-Nezhad
ISBN: 9783540738473 3540738479 9783540738466 3540738460
OCLC Number: 184923791
Description: 1 online resource (xii, 456 pages) : illustrations.
Contents: Invited Papers --
Actions, Causation and Logic Programming --
Challenges to Machine Learning: Relations Between Reality and Appearance --
First-Order Probabilistic Languages: Into the Unknown --
Integration of Learning and Reasoning Techniques --
Injecting Life with Computers --
Special Issue Extended Abstracts --
On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate --
Revising Probabilistic Prolog Programs --
Inductive Logic Programming for Gene Regulation Prediction --
QG/GA: A Stochastic Search for Progol --
Generalized Ordering-Search for Learning Directed Probabilistic Logical Models --
ALLPAD: Approximate Learning of Logic Programs with Annotated Disjunctions --
Margin-Based First-Order Rule Learning --
Research Papers --
Extension of the Top-Down Data-Driven Strategy to ILP --
Extracting Requirements from Scenarios with ILP --
Learning Recursive Patterns for Biomedical Information Extraction --
Towards Learning Non-recursive LPADs by Transforming Them into Bayesian Networks --
Multi-class Prediction Using Stochastic Logic Programs --
Structuring Natural Language Data by Learning Rewriting Rules --
An Efficient Algorithm for Computing Kernel Function Defined with Anti-unification --
Towards Automating Simulation-Based Design Verification Using ILP --
Minimal Distance-Based Generalisation Operators for First-Order Objects --
Efficient and Scalable Induction of Logic Programs Using a Deductive Database System --
Inductive Mercury Programming --
An ILP Refinement Operator for Biological Grammar Learning --
Combining Macro-operators with Control Knowledge --
Frequent Hypergraph Mining --
Induction of Fuzzy and Annotated Logic Programs --
Boosting Descriptive ILP for Predictive Learning in Bioinformatics --
Relational Sequence Alignments and Logos --
On the Missing Link Between Frequent Pattern Discovery and Concept Formation --
Learning Modal Theories --
A Mining Algorithm Using Property Items Extracted from Sampled Examples --
The Complexity of Translating BLPs to RMMs --
Inferring Regulatory Networks from Time Series Expression Data and Relational Data Via Inductive Logic Programming --
ILP Through Propositionalization and Stochastic k-Term DNF Learning --?-Subsumption Based on Object Context --
Word Sense Disambiguation Using Inductive Logic Programming --
ReMauve: A Relational Model Tree Learner --
Relational Data Mining Applied to Virtual Engineering of Product Designs.
Series Title: LNCS sublibrary., SL 7,, Artificial intelligence.; Lecture notes in computer science, 4455.; Lecture notes in computer science., Lecture notes in artificial intelligence.
Other Titles: ILP 2006
Responsibility: Stephen Muggleton, Ramon Otero, Alireza Tamaddoni-Nezhad (eds.).
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