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Bayesian Networks Handbook
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Opis
A Bayesian network is also known as a Bayes network, belief network or causal probabilistic network. Bayesian belief networks are effective tools to incorporate different information sources with varying levels of uncertainty in a mathematically secure and calculatively effective way. A Bayesian network is a graphical model that ciphers probabilistic relationships among variables of interest. This graphical paradigm has a few significant advantages: firstly, due to the dependencies among all the variables, missing nodes data is also compensated; secondly, belief network sets up the simple relationships and it is easier to identify problematic areas and consequences; thirdly, it has both casual and probabilistic semantics; and lastly, this method along with statistical method provides efficient and balanced approach to avoid over fitting of data. This book analytically and comprehensively describes various aspects of Bayesian networks which will be of great help to students, researchers and professionals in various fields which utilize applications of this model system.
Szczegóły
Tytuł
Bayesian Networks Handbook
Wydawnictwo
Rok wydania
2015
Ilość stron
126
Format
15.2x22.9cm
Języki
angielski
ISBN
9781632400758
Redakcja
Benson Mick
Rodzaj
Książka
EAN
9781632400758
Kraj produkcji
PL
Producent
Swede Sp. z o.o. Sp.k.
Podmiot odpowiedzialny
ANEK SP. Z O.O.
ul. POZNAŃSKA 320
05-850 OŻARÓW MAZOWIECKI
PL
05-850 OŻARÓW MAZOWIECKI
PL
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