Application of artificial neural networks in geoinformatics / / edited by Saro Lee.
Recently, a need has arisen for prediction techniques that can address a variety of problems by combining methods from the rapidly developing field of machine learning with geoinformation technologies such as GIS, remote sensing, and GPS. As a result, over the last few decades, one particular machin...
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Place / Publishing House: | Basel, Switzerland : : MDPI,, [2018] ©2018 |
Year of Publication: | 2018 |
Language: | English |
Physical Description: | 1 online resource :; illustrations |
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Application of artificial neural networks in geoinformatics / edited by Saro Lee. Basel, Switzerland : MDPI, [2018] ©2018 1 online resource : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Description based on publisher supplied metadata and other sources. Recently, a need has arisen for prediction techniques that can address a variety of problems by combining methods from the rapidly developing field of machine learning with geoinformation technologies such as GIS, remote sensing, and GPS. As a result, over the last few decades, one particular machine learning technology, known as artificial neural networks, has been successfully applied to a wide range of fields in science and engineering. In addition, the development of computational and spatial technologies has led to the rapid growth of geoinformatics, which specializes in the analysis of spatial information. Thus, recently, artificial neural networks have been applied to geoinformatics and have produced valuable results in the fields of geoscience, environment, natural hazards, natural resources, and engineering. Hence, this Special Issue of the journal Applied Sciences, "Application of Artificial Neural Networks in Geoinformatics," was successfully planned, and we here publish a collection of papers detailing novel contributions that are of relevance to these topics. Includes bibliographical references. Neural networks (Computer science) Lee, Saro, editor. |
language |
English |
format |
eBook |
author2 |
Lee, Saro, |
author_facet |
Lee, Saro, |
author2_variant |
s l sl |
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TeilnehmendeR |
title |
Application of artificial neural networks in geoinformatics / |
spellingShingle |
Application of artificial neural networks in geoinformatics / |
title_full |
Application of artificial neural networks in geoinformatics / edited by Saro Lee. |
title_fullStr |
Application of artificial neural networks in geoinformatics / edited by Saro Lee. |
title_full_unstemmed |
Application of artificial neural networks in geoinformatics / edited by Saro Lee. |
title_auth |
Application of artificial neural networks in geoinformatics / |
title_new |
Application of artificial neural networks in geoinformatics / |
title_sort |
application of artificial neural networks in geoinformatics / |
publisher |
MDPI, |
publishDate |
2018 |
physical |
1 online resource : illustrations |
isbn |
3-03842-741-1 |
callnumber-first |
Q - Science |
callnumber-subject |
QA - Mathematics |
callnumber-label |
QA76 |
callnumber-sort |
QA 276.87 A675 42018 |
illustrated |
Illustrated |
dewey-hundreds |
000 - Computer science, information & general works |
dewey-tens |
000 - Computer science, knowledge & systems |
dewey-ones |
006 - Special computer methods |
dewey-full |
006.32 |
dewey-sort |
16.32 |
dewey-raw |
006.32 |
dewey-search |
006.32 |
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AT leesaro applicationofartificialneuralnetworksingeoinformatics |
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Application of artificial neural networks in geoinformatics / |
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