Inductive Temporal Logic Programming: Learning Temporal Logic Programs from Examples - Image 1

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Südwestdeutscher Verlag für Hochschulschriften Inductive Temporal Logic Programming: Learning Temporal Logic Programs from Examples

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Description

We study the extension of techniques from Inductive Logic Programming (ILP) to temporal logic programming languages. Therefore we present two temporal logic programming languages and analyse the learnability of programs from these languages from finite sets of examples. In first order temporal logic the following topics are analysed: How can we characterize the denotational semantics of programs? Which proof techniques are best suited? How complex is the learning task? In propositional temporal logic we analyse the following topics: How can we use well known techniques from model checking in order to refine programs? How complex is the learning task? In both cases we present estimations for the VC-dimension of selected classes of programs.

Product Specifications

Brand: Südwestdeutscher Verlag für Hochschulschriften
Format: paperback
ASIN: 383812149X
Category: Books > Subjects > Computing & Internet > Programming > Introduction
Domain: Amazon UK
Release Date: 31 October 2010
Listed Since: 03 November 2010

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Südwestdeutscher Verlag für Hochschulschriften Inductive Temporal Logic Programming: Learning Temporal Logic Programs from Examples

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