Найти книгу: "Bayesian Networks. An Introduction"

Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout. Features include: An introduction to Dirichlet Distribution, Exponential Families and their applications. A detailed description of learning algorithms and Conditional Gaussian Distributions using Junction Tree methods. A discussion of Pearl's intervention calculus, with an introduction to the notion of see and do conditioning. All concepts are clearly defined and illustrated with examples and exercises. Solutions are provided online. This book will prove a valuable resource for postgraduate students of statistics, computer engineering, mathematics, data mining, artificial intelligence, and biology. Researchers and users of comparable modelling or statistical techniques such as neural networks will also find this book of interest.

Полный вариант заголовка: «Introduction a la philosophie, contenant la metaphysique et la logique / par G.J. 's Gravesande ; traduite du latin ; nouvelle edition revue, corrigee, et augmentee de l'art de raisonner par syllogismes».

Полный вариант заголовка: «Introduction a la vie devote de Saint Francois de Sales, Eveque et Prince de Geneve, fondateur de l'Ordre de la Visitation de Sainte Marie / revue par le R.P.J. Brignon, de la Compagnie de Jesus, et augmentee d'un exercice spirituel durant la sainte Messe».

Полный вариант заголовка: «Introduction to the English reader : or a selection of pieces in prose and poetry : calculated to improve the younger classes of learners in reading : and to imbur their minds with the love of virtue : to which are added rules and observations for assisting children to read with propriety / by Lindley Murray».

Полный вариант заголовка: «Introduction a la philosophie : de la connaissance de Dieu et de soi-meme / par Bossuet, eveque de Meaux».

Примечание: Введение в Новый Завет. Полный вариант заголовка: «Introduction au Nouveau Testament : Tome 4. Partie 2 : 4 edition, traduite sur la 3 edition de Herbert Marsh, eveque de Peterborough, faite a Londres en 1819 / par Jean-David Michaelis ; avec une partie des notes de S.G. et des notes nouvelles, par J.J. Cheneviere».