Erstellung eines Expertensystems zur Interpretation von Messwerten eines Ganzkoerperzaehlers. (Establishment of An Expert System Interpreting the Measu A Whole-body Counter)
- Publisher
- Elsevier Science
- Year
- 1996
- Tongue
- English
- Weight
- 285 KB
- Volume
- 11
- Category
- Article
- ISSN
- 0957-4174
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✦ Synopsis
This paper presents a machine learning approach to automated construction of knowledge bases for image analysis expert systems integrating remotely sensed and GIS data. The methodology applied in the study is based on inductive learning techniques in machine learning, a subarea of artificial intelligence. It involves training with examples from remote sensing and GIS data, learning using the inductive principles, decision tree generating, rule generating from the decision tree, and knowledge base building for an image analysis expert system. This method was used to construct a knowledge base for wetland classification of Par Pond on the Savannah River Site, SC, using SPOT image data and GIS data.