Abstract

Indicators are the most important management tool for environmental monitoring. Environmental indicators condense the information and simplify the approach to environmental phenomena, which are often complex, and makes them very useful for communication. The usefulness of these indicators consists of providing relevant information, summarized in the form of concise and illustrative statements for decision making, both for the organization’s management and for the rest of the members. The prediction of limit values, together with the potentialities offered by the recommendation system based on ontology make this system a powerful tool for supporting decision-making in the Environmental Management process with a wide possibility of generalization in the business sector.

Highlights

  • Environmental Indicators through Artificial Neural NetworksTo cite this article: Jesús Silva et al 2020 J

  • The usefulness of these environmental indicators consists of providing relevant information, summarized in the form of concise and illustrative statements for decision making, both for the organization’s management and for the rest of the members

  • In the study of the attribute selection algorithms with the Wrapper strategy to select the methods to be applied in the study, it was possible to verify that redundant and irrelevant attributes existed, due to the fact that the one with the best results was Wrapper (MLP), eliminating the "Intensity" attribute

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Summary

Environmental Indicators through Artificial Neural Networks

To cite this article: Jesús Silva et al 2020 J. Ser. 1432 012049 View the article online for updates and enhancements. This content was downloaded from IP address 170.82.40.114 on 29/01/2020 at 18:35.

Introduction
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Value data actual actual actual actual actual
Conclusions
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