Bayesian Network
Bayesian networks are a very general and powerful tool that can be used for a large number of problems involving uncertainty: reasoning, learning, planning and perception. They provide a language that supports efficient algorithms for the automatic construction of expert systems in several different...
Sparad:
| Materialtyp: | Online |
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| Språk: | engelska |
| Utgiven: |
IntechOpen
2021
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| Ämnen: | |
| Länkar: | ONIX_20210420_9789533071244_213 |
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Inga taggar, Lägg till första taggen!
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| _version_ | 1869525668374511616 |
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| collection | Directory of Open Access Books |
| description | Bayesian networks are a very general and powerful tool that can be used for a large number of problems involving uncertainty: reasoning, learning, planning and perception. They provide a language that supports efficient algorithms for the automatic construction of expert systems in several different contexts. The range of applications of Bayesian networks currently extends over almost all fields including engineering, biology and medicine, information and communication technologies and finance. This book is a collection of original contributions to the methodology and applications of Bayesian networks. It contains recent developments in the field and illustrates, on a sample of applications, the power of Bayesian networks in dealing the modeling of complex systems. Readers that are not familiar with this tool, but have some technical background, will find in this book all necessary theoretical and practical information on how to use and implement Bayesian networks in their own work. There is no doubt that this book constitutes a valuable resource for engineers, researchers, students and all those who are interested in discovering and experiencing the potential of this major tool of the century. |
| format | Online |
| id | doab-20.500.12854ir-64857 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-648572024-04-04T14:41:14Z Bayesian Network Rebai, Ahmed Probability & statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics Bayesian networks are a very general and powerful tool that can be used for a large number of problems involving uncertainty: reasoning, learning, planning and perception. They provide a language that supports efficient algorithms for the automatic construction of expert systems in several different contexts. The range of applications of Bayesian networks currently extends over almost all fields including engineering, biology and medicine, information and communication technologies and finance. This book is a collection of original contributions to the methodology and applications of Bayesian networks. It contains recent developments in the field and illustrates, on a sample of applications, the power of Bayesian networks in dealing the modeling of complex systems. Readers that are not familiar with this tool, but have some technical background, will find in this book all necessary theoretical and practical information on how to use and implement Bayesian networks in their own work. There is no doubt that this book constitutes a valuable resource for engineers, researchers, students and all those who are interested in discovering and experiencing the potential of this major tool of the century. 2021-04-20T15:03:38Z 2021-04-20T15:03:38Z 2010 book ONIX_20210420_9789533071244_213 9789533071244 9789535149033 https://directory.doabooks.org/handle/20.500.12854/64857 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/3750/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/258 10.5772/258 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9789533071244 9789535149033 IntechOpen 444 open access |
| spellingShingle | Probability & statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics Bayesian Network |
| title | Bayesian Network |
| title_full | Bayesian Network |
| title_fullStr | Bayesian Network |
| title_full_unstemmed | Bayesian Network |
| title_short | Bayesian Network |
| title_sort | bayesian network |
| topic | Probability & statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics |
| topic_facet | Probability & statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics |
| url | ONIX_20210420_9789533071244_213 |