Detalles del libro
Features include:
- An introduction to Dirichlet Distribution, Exponential Familiesand their applications.
- A detailed description of learning algorithms and ConditionalGaussian Distributions using Junction Tree methods.
- A discussion of Pearl's intervention calculus, with anintroduction to the notion of see and do conditioning.
- All concepts are clearly defined and illustrated with examplesand exercises. Solutions are provided online.
This book will prove a valuable resource for postgraduatestudents of statistics, computer engineering, mathematics, datamining, artificial intelligence, and biology.
Researchers and users of comparable modelling or statisticaltechniques such as neural networks will also find this book ofinterest.
- ISBN13 9780470743041
- ISBN10 0470743042
- Páginas 366
- Año de Edición 2009
- Fecha de publicación 02/11/2009
- Idioma Alemán, Francés
Reseñas y valoraciones
Bayesian Networks: An Introduction (Alemán, Francés)
- De
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- John Wiley (2009)
- 9780470743041



