A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain
Workplace accident rates are always a constant source of concern in different scenarios. On the other hand, different economic cycles modify employment indicators, thereby affecting both the health and the wellbeing of workers. In this study, a Hybrid Neural System is proposed to support the analysi...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Graz University of Technology
2019-06-01
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| Series: | Journal of Universal Computer Science |
| Subjects: | |
| Online Access: | https://lib.jucs.org/article/22618/download/pdf/ |
| _version_ | 1818668521259794432 |
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| author | Sonia Contreras Miguel Manzanedo Álvaro Herrero |
| author_facet | Sonia Contreras Miguel Manzanedo Álvaro Herrero |
| author_sort | Sonia Contreras |
| collection | DOAJ |
| description | Workplace accident rates are always a constant source of concern in different scenarios. On the other hand, different economic cycles modify employment indicators, thereby affecting both the health and the wellbeing of workers. In this study, a Hybrid Neural System is proposed to support the analysis of both workplace accidents and different macroeconomic variables. The application of exploratory projection and nonlinear autoregressive models allow us to recognize patterns and subsequently study the interplay between the two fields, providing valuable information, so that directors can take more informed management decisions. |
| first_indexed | 2024-12-17T06:37:38Z |
| format | Article |
| id | doaj.art-a5db4e9dc8fc41a8a5537eafcabd659e |
| institution | Directory Open Access Journal |
| issn | 0948-6968 |
| language | English |
| last_indexed | 2024-12-17T06:37:38Z |
| publishDate | 2019-06-01 |
| publisher | Graz University of Technology |
| record_format | Article |
| series | Journal of Universal Computer Science |
| spelling | doaj.art-a5db4e9dc8fc41a8a5537eafcabd659e2022-12-21T21:59:57ZengGraz University of TechnologyJournal of Universal Computer Science0948-69682019-06-0125666768210.3217/jucs-025-06-066722618A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in SpainSonia Contreras0Miguel Manzanedo1Álvaro Herrero2Universidad de BurgosUniversidad de BurgosUniversidad de BurgosWorkplace accident rates are always a constant source of concern in different scenarios. On the other hand, different economic cycles modify employment indicators, thereby affecting both the health and the wellbeing of workers. In this study, a Hybrid Neural System is proposed to support the analysis of both workplace accidents and different macroeconomic variables. The application of exploratory projection and nonlinear autoregressive models allow us to recognize patterns and subsequently study the interplay between the two fields, providing valuable information, so that directors can take more informed management decisions.https://lib.jucs.org/article/22618/download/pdf/artificial neural networksexploratory projection |
| spellingShingle | Sonia Contreras Miguel Manzanedo Álvaro Herrero A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain Journal of Universal Computer Science artificial neural networks exploratory projection |
| title | A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain |
| title_full | A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain |
| title_fullStr | A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain |
| title_full_unstemmed | A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain |
| title_short | A Hybrid Neural System to Study the Interplay between Economic Crisis and Workplace Accidents in Spain |
| title_sort | hybrid neural system to study the interplay between economic crisis and workplace accidents in spain |
| topic | artificial neural networks exploratory projection |
| url | https://lib.jucs.org/article/22618/download/pdf/ |
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