Inductive Logic Programming 7th International Workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997, Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Lavrač, Nada (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Dzeroski, Saso (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1997.
• Έκδοση: 1st ed. 1997.
• Σειρά: Lecture Notes in Artificial Intelligence ; 1297
• Θέματα: Architecture, Computer.; Artificial intelligence.; Computer programming.; Computer System Implementation.; Artificial Intelligence.; Programming Techniques.

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...

Πίνακας περιεχομένων:

• 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?.