Inductive Logic Programming : 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings / edited by Rui Camacho, Ross King, Ashwin Srinivasan.

Format:

Book

Contributor:

Camacho, Rui, editor.

King, Ross, editor.

Srinivasan, Ashwin, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 3194.

Lecture Notes in Artificial Intelligence ; 3194

Language:

English

Subjects (All):

Software engineering.

Artificial intelligence.

Computer programming.

Logic, Symbolic and mathematical.

Software Engineering/Programming and Operating Systems.

Artificial Intelligence.

Programming Techniques.

Mathematical Logic and Formal Languages.

Local Subjects:

Software Engineering/Programming and Operating Systems.

Artificial Intelligence.

Programming Techniques.

Mathematical Logic and Formal Languages.

Physical Description:

1 online resource (IX, 358 pages).

Edition:

First edition 2004.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.

System Details:

text file PDF

Contents:

Invited Papers

Automated Synthesis of Data Analysis Programs: Learning in Logic

At the Interface of Inductive Logic Programming and Statistics

From Promising to Profitable Applications of ILP: A Case Study in Drug Discovery

Systems Biology: A New Challenge for ILP

Scaling Up ILP: Experiences with Extracting Relations from Biomedical Text

Research Papers

Macro-Operators Revisited in Inductive Logic Programming

Bottom-Up ILP Using Large Refinement Steps

On the Effect of Caching in Recursive Theory Learning

FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets

Learning an Approximation to Inductive Logic Programming Clause Evaluation

Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction

Automatic Induction of First-Order Logic Descriptors Type Domains from Observations

On Avoiding Redundancy in Inductive Logic Programming

Generalization Algorithms for Second-Order Terms

Circumscription Policies for Induction

Logical Markov Decision Programs and the Convergence of Logical TD(?)

Learning Goal Hierarchies from Structured Observations and Expert Annotations

Efficient Evaluation of Candidate Hypotheses in -log

An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques

Improving Rule Evaluation Using Multitask Learning

Learning Logic Programs with Annotated Disjunctions

A Simulated Annealing Framework for ILP

Modelling Inhibition in Metabolic Pathways Through Abduction and Induction

First Order Random Forests with Complex Aggregates

A Monte Carlo Study of Randomised Restarted Search in ILP

Addendum

Learning, Logic, and Probability: A Unified View.

Other Format:

Printed edition:

ISBN:

978-3-540-30109-7

9783540301097

Access Restriction:

Restricted for use by site license.