Inductive Logic Programming | 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings

Rui Camacho (u. a.)

ISBN 10: 3540229418 / ISBN 13: 9783540229414

Published by Springer, 2004

About this Item

Inductive Logic Programming | 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings | Rui Camacho (u. a.) | Taschenbuch | ix | Englisch | 2004 | Springer | EAN 9783540229414 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.

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Bibliographic Details

• Title: Inductive Logic Programming | 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings
• Publisher: Springer
• Publication Date: 2004
• Language: English
• ISBN 10: 3540229418
• ISBN 13: 9783540229414
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 21D millimeters 235 millimeters width by 155 millimeters height by 21 millimeters depth
• Weight: 569 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

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.