Inductive logic programming : 8th international conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998 : proceedings
This book constitutes the refereed proceedings of the 8th International Conference on Inductive Logic Programming, ILP-98, held in Madison, Wisconsin, USA, in July 1998. The 27 revised full papers presented together with the abstracts of three invited talks were carefully reviewed and selected for i...
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| Format: | Livre numérique |
| Language: | Anglais |
| Published: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Series: | Lecture notes in computer science. Lecture notes in artificial intelligence
1446 |
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| Online Access: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
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Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Inductive logic programming, 8th international conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998, proceedings, David Page, ed., 1998, New York, Springer, 1 vol. (VIII-299 p.), Lecture notes in computer science, 3-540-64738-4 • Inductive Logic Programming, Texte imprimé, 9783662162521 |
Table of Contents:
- Attribute-value learning versus inductive logic programming: The missing links
- Advances in ILP theory and implementations
- Application of ILP to problems in chemistry and biology
- Relational reinforcement learning
- Learning first-order acyclic Horn programs from entailment
- Combining statistical and relational methods for learning in hypertext domains
- Application of inductive logic programming to discover rules governing the three-dimensional topology of protein structure
- Term comparisons in first-order similarity measures
- Stochastic propositionalization of non-determinate background knowledge
- A stochastic simple similarity
- Using prior probabilities and density estimation for relational classification
- Induction of Constraint Grammar-rules using Progol
- A hybrid approach to word segmentation
- Learning multilingual morphology with Clog
- Using ILP-systems for verification and validation of multi-agent systems
- Inducing shogi heuristics using inductive logic programming
- Repeat learning using predicate invention
- Normal programs and multiple predicate learning
- Strongly typed inductive concept learning
- Function-free Horn clauses are hard to approximate
- DOGMA: A GA-based relational learner
- Generalization under implication by ?-subsumption
- Prolog, refinements and RLGG's
- Learning structurally indeterminate clauses
- Completing Inverse Entailment
- Distances and limits on Herbrand interpretations
- Relational distance-based clustering
- A framework for defining distances between first-order logic objects
- Detecting traffic problems with ILP
- A comparison of ILP and propositional systems on propositional traffic data.