Algorithms in decision support systems:
This book aims to provide a new vision of how algorithms are the core of decision support systems (DSSs), which are increasingly important information systems that help to make decisions related to unstructured and semi-unstructured decision problems that do not have a simple solution from a human p...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Basel, Switzerland
MDPI - Multidisciplinary Digital Publishing Institute
[2021]
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| Online-Zugang: | Volltext Volltext |
| Zusammenfassung: | This book aims to provide a new vision of how algorithms are the core of decision support systems (DSSs), which are increasingly important information systems that help to make decisions related to unstructured and semi-unstructured decision problems that do not have a simple solution from a human point of view. It begins with a discussion of how DSSs will be vital to improving the health of the population. The following article deals with how DSSs can be applied to improve the performance of people doing a specific task, like playing tennis. It continues with a work in which authors apply DSSs to insect pest management, together with an interactive platform for fitting data and carrying out spatial visualization. The next article improves how to reschedule trains whenever disturbances occur, together with an evaluation framework. The final works focus on different relevant areas of DSSs: 1) a comparison of ensemble and dimensionality reduction models based on an entropy criterion; 2) a radar emitter identification method based on semi-supervised and transfer learning; 3) design limitations, errors, and hazards in creating very large-scale DSSs; and 4) efficient rule generation for associative classification. We hope you enjoy all the contents in the book |
| Beschreibung: | Titelrückseite: This is a reprint of articles from the Special Issue published online in the open access journal Algorithms (ISSN 1999-4893) (available at: https://www.mdpi.com/journal/algorithms/special issues/decision systems). |
| Beschreibung: | 1 Online-Ressource (162 Seiten) |
| ISBN: | 9783036505893 |
| DOI: | 10.3390/books978-3-0365-0589-3 |
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| spelling | Algorithms in decision support systems editor Vicente García-Díaz Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute [2021] 1 Online-Ressource (162 Seiten) txt rdacontent c rdamedia cr rdacarrier Titelrückseite: This is a reprint of articles from the Special Issue published online in the open access journal Algorithms (ISSN 1999-4893) (available at: https://www.mdpi.com/journal/algorithms/special issues/decision systems). This book aims to provide a new vision of how algorithms are the core of decision support systems (DSSs), which are increasingly important information systems that help to make decisions related to unstructured and semi-unstructured decision problems that do not have a simple solution from a human point of view. It begins with a discussion of how DSSs will be vital to improving the health of the population. The following article deals with how DSSs can be applied to improve the performance of people doing a specific task, like playing tennis. It continues with a work in which authors apply DSSs to insect pest management, together with an interactive platform for fitting data and carrying out spatial visualization. The next article improves how to reschedule trains whenever disturbances occur, together with an evaluation framework. The final works focus on different relevant areas of DSSs: 1) a comparison of ensemble and dimensionality reduction models based on an entropy criterion; 2) a radar emitter identification method based on semi-supervised and transfer learning; 3) design limitations, errors, and hazards in creating very large-scale DSSs; and 4) efficient rule generation for associative classification. We hope you enjoy all the contents in the book Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd rswk-swf Algorithmus (DE-588)4001183-5 gnd rswk-swf History of engineering & technology (DE-588)4143413-4 Aufsatzsammlung gnd-content Entscheidungsunterstützungssystem (DE-588)4191815-0 s Algorithmus (DE-588)4001183-5 s DE-604 García-Díaz, Vicente edt Erscheint auch als Druck-Ausgabe 978-3-0365-0588-6 https://directory.doabooks.org/handle/20.500.12854/68493 Verlag kostenfrei Volltext https://doi.org/10.3390/books978-3-0365-0589-3 Verlag kostenfrei Volltext |
| spellingShingle | Algorithms in decision support systems Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Algorithmus (DE-588)4001183-5 gnd |
| subject_GND | (DE-588)4191815-0 (DE-588)4001183-5 (DE-588)4143413-4 |
| title | Algorithms in decision support systems |
| title_auth | Algorithms in decision support systems |
| title_exact_search | Algorithms in decision support systems |
| title_exact_search_txtP | Algorithms in decision support systems |
| title_full | Algorithms in decision support systems editor Vicente García-Díaz |
| title_fullStr | Algorithms in decision support systems editor Vicente García-Díaz |
| title_full_unstemmed | Algorithms in decision support systems editor Vicente García-Díaz |
| title_short | Algorithms in decision support systems |
| title_sort | algorithms in decision support systems |
| topic | Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Algorithmus (DE-588)4001183-5 gnd |
| topic_facet | Entscheidungsunterstützungssystem Algorithmus Aufsatzsammlung |
| url | https://directory.doabooks.org/handle/20.500.12854/68493 https://doi.org/10.3390/books978-3-0365-0589-3 |
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