Inductive logic programming : 7th international workshop, ILP-97, Prague, Czech Republic September 17-20, 1997 : proceedings
This book constitutes the refereed proceedings of the 7th International Workshop on Inductive Logic Programming, ILP-97, held in Prague, Czech Republic, in September 1997. The volume presents revised versions of nine papers in long version and 17 short papers accepted after a thorough reviewing proc...
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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
1297 |
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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, 7th international workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997, proceedings, Nada Lavrać, Saśo Dźeroski, eds, 1997, New York, Springer, 1 vol. (VIII-308 p.), Lecture notes in computer science, 3-540-63514-9 • Inductive Logic Programming, Texte imprimé, 9783662161708 |
Table of Contents:
- Knowledge discovery in databases: An overview
- On the complexity of some Inductive Logic Programming problems
- Inductive logic programming and constraint logic programming (abstract)
- Learning phonetic rules in a speech recognition system
- Cautious induction in inductive logic programming
- Generating numerical literals during refinement
- Lookahead and discretization in ILP
- Data mining via ILP: The application of Progol to a database of enantioseparations
- Part-of-speech tagging using Progol
- Maximum Entropy modeling with Clausal Constraints
- Mining association rules in multiple relations
- Using logical decision trees for clustering
- Induction of Slovene nominal paradigms
- Normal forms for inductive logic programming
- On a sufficient condition for the existence of most specific hypothesis in progol
- Induction of logic programs with more than one recursive clause by analyzing saturations
- A logical framework for graph theoretical decision tree learning
- Learning with abduction
- Systematic Predicate Invention in Inductive Logic Programming
- Learning programs in the event calculus
- Distance between Herbrand interpretations: A measure for approximations to a target concept
- Realizing Progol by forward reasoning
- Probabilistic first-order classification
- Learning Horn definitions with equivalence and membership queries
- Using abstraction schemata in inductive logic programming
- Distance induction in first order logic
- Carcinogenesis predictions using ILP
- Discovery of first-order regularities in a relational database using ofine candidate determination
- Which hypotheses can be found with inverse entailment?.