Bayesian Networks
Bayesian networks (BN) have recently experienced increased interest and diverse applications in numerous areas, including economics, risk analysis and assets and liabilities management, AI and robotics, transportation systems planning and optimization, political science analytics, law and forensic s...
में बचाया:
| स्वरूप: | Online |
|---|---|
| भाषा: | अंग्रेज़ी |
| प्रकाशित: |
IntechOpen
2021
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| विषय: | |
| ऑनलाइन पहुंच: | ONIX_20210420_9781839623233_2420 |
| टैग: |
कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!
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| _version_ | 1869530751319408640 |
|---|---|
| collection | Directory of Open Access Books |
| description | Bayesian networks (BN) have recently experienced increased interest and diverse applications in numerous areas, including economics, risk analysis and assets and liabilities management, AI and robotics, transportation systems planning and optimization, political science analytics, law and forensic science assessment of agency and culpability, pharmacology and pharmacogenomics, systems biology and metabolomics, psychology, and policy-making and social programs evaluation. This strong and varied response results not least from the fact that plausibilistic Bayesian models of structures and processes can be robust and stable representations of causal relationships. Additionally, BNs' amenability to incremental or longitudinal improvement through incorporating new data affords extra advantages compared to traditional frequentist statistical methods. Contributors to this volume elucidate various new developments in these aspects of BNs. |
| format | Online |
| id | doab-20.500.12854ir-67061 |
| 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-670612024-04-04T14:41:20Z Bayesian Networks McNair, Douglas Mathematical modelling thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics Bayesian networks (BN) have recently experienced increased interest and diverse applications in numerous areas, including economics, risk analysis and assets and liabilities management, AI and robotics, transportation systems planning and optimization, political science analytics, law and forensic science assessment of agency and culpability, pharmacology and pharmacogenomics, systems biology and metabolomics, psychology, and policy-making and social programs evaluation. This strong and varied response results not least from the fact that plausibilistic Bayesian models of structures and processes can be robust and stable representations of causal relationships. Additionally, BNs' amenability to incremental or longitudinal improvement through incorporating new data affords extra advantages compared to traditional frequentist statistical methods. Contributors to this volume elucidate various new developments in these aspects of BNs. 2021-04-20T16:02:01Z 2021-04-20T16:02:01Z 2019 book ONIX_20210420_9781839623233_2420 9781839623233 9781839623226 9781839623240 https://directory.doabooks.org/handle/20.500.12854/67061 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/7372/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/intechopen.75254 10.5772/intechopen.75254 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9781839623233 9781839623226 9781839623240 IntechOpen 136 open access |
| spellingShingle | Mathematical modelling thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics Bayesian Networks |
| title | Bayesian Networks |
| title_full | Bayesian Networks |
| title_fullStr | Bayesian Networks |
| title_full_unstemmed | Bayesian Networks |
| title_short | Bayesian Networks |
| title_sort | bayesian networks |
| topic | Mathematical modelling thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics |
| topic_facet | Mathematical modelling thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics |
| url | ONIX_20210420_9781839623233_2420 |