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Inductive Logic Programming

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Inductive Logic Programming
Id. 41813325
Idioma inglés
Titulo Inductive Logic Programming
Autor(es) A Short
Localización http://citeseer.ist.psu.edu/377966.html
Versión 1.0
Estado Final
Descripción ) Johannes Furnkranz E-mail: juffi@ai.univie.ac.at Austrian Research Institute for Artificial Intelligence Schottengasse 3, A-1010 Vienna, Austria Inductive Logic Programming Inductive Logic Programming (ILP) can be viewed as research in the intersection of Logic Programming and inductive Machine Learning. Informally speaking the field is concerned with the induction of PROLOG programs. Being able to express the discovered knowledge in a first-order logic representation language can overcome some of the limitations of classical learning algorithms. The representational power of these algorithms is usually restricted to propositional domain theories such as decision trees in the well-known ID3 family (Quinlan 1986) or propositional Horn clauses as in AQ (Michalski, Mozetic, Hong, and Lavrac 1986) or CN2 (Clark and Niblett 1989). ILP algorithms, on the other hand, can not only test attributes for specific values, but also make use of relations (like equality) between the values of ...
Tipo ps
Palabras clave A Short Inductive Logic Programming
Tipo de Interactividad Expositivo
Nivel de Interactividad muy bajo
Audiencia Estudiante
Profesor
Autor
Estructura Atomic
Coste no
Copyright sí
unrestricted
Formatos ps
Requerimientos técnicos Browser: Any
Relación [IsBasedOn] http://www.uni-koblenz.de/~fruit/ROBOCUP/BIB/fue95.ps.gz
Fecha de contribución 31-mar-2009
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