Bayesian Networks

Advances and Novel Applications

Buch | Hardcover

136 Seiten

2019
IntechOpen (Verlag)
978-1-83962-322-6 (ISBN)

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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.

Erscheinungsdatum	05.03.2022
Verlagsort	London
Sprache	englisch
Maße	180 x 260 mm
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
ISBN-10	1-83962-322-5 / 1839623225
ISBN-13	978-1-83962-322-6 / 9781839623226
Zustand	Neuware