INGENS is a prototypical GIS which integrates machine learning tools in order to discover geographic knowledge useful for the task of topographic map interpretation. It embeds ATRE, a novel learning system that can induce recursive logic theories from a set of training examples. An application to the problem of recognizing four morphological elements in topographic maps of the Apulia region is also illustrated.
Discovering Geographic Knowledge: The INGENS System
MALERBA, Donato;ESPOSITO, Floriana;LANZA, Antonietta;LISI, Francesca Alessandra
2000-01-01
Abstract
INGENS is a prototypical GIS which integrates machine learning tools in order to discover geographic knowledge useful for the task of topographic map interpretation. It embeds ATRE, a novel learning system that can induce recursive logic theories from a set of training examples. An application to the problem of recognizing four morphological elements in topographic maps of the Apulia region is also illustrated.File in questo prodotto:
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