Del 156 - Studies in Computational Intelligence

Innovations in Bayesian Networks

Theory and Applications

Häftad, Engelska, 2010

Av Dawn E. Holmes

2 099 kr

Beställningsvara. Skickas inom 7-10 vardagar

Fri frakt för medlemmar vid köp för minst 249 kr.

Bayesian networks currently provide one of the most rapidly growing areas of research in computer science and statistics. In compiling this volume we have brought together contributions from some of the most prestigious researchers in this field. Each of the twelve chapters is self-contained.Both theoreticians and application scientists/engineers in the broad area of artificial intelligence will find this volume valuable. It also provides a useful sourcebook for Graduate students since it shows the direction of current research.

Produktinformation

Utgivningsdatum2010-11-30
Mått155 x 235 x undefined mm
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor322
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
EAN9783642098758

Du kanske också är intresserad av

Data Mining: Foundations and Intelligent Paradigms

Data Mining: Foundations and Intelligent Paradigms

Dawn E. Holmes, Lakhmi C Jain, Lakhmi C. Jain

2 099 kr

Innovations in Machine Learning

Del 194

Innovations in Machine Learning

2 099 kr

Data Mining: Foundations and Intelligent Paradigms

Data Mining: Foundations and Intelligent Paradigms

Dawn E. Holmes, Lakhmi C Jain, Lakhmi C. Jain

2 169 kr

Data Mining: Foundations and Intelligent Paradigms

Data Mining: Foundations and Intelligent Paradigms

Dawn E. Holmes, Lakhmi C Jain, Lakhmi C. Jain

2 169 kr

Advances in Biomedical Informatics

Advances in Biomedical Informatics

Dawn E. Holmes, Lakhmi C. Jain

2 159 kr

Data Mining: Foundations and Intelligent Paradigms

Data Mining: Foundations and Intelligent Paradigms

Dawn E. Holmes, Lakhmi C Jain, Lakhmi C. Jain

2 169 kr

Data Mining: Foundations and Intelligent Paradigms

Data Mining: Foundations and Intelligent Paradigms

Dawn E. Holmes, Lakhmi C Jain, Lakhmi C. Jain

2 099 kr

Advances in Biomedical Informatics

Advances in Biomedical Informatics

Dawn E. Holmes, Lakhmi C. Jain

2 169 kr

Innovations in Machine Learning

Del 194

Innovations in Machine Learning

2 169 kr

Innovations in Bayesian Networks

Del 156

Innovations in Bayesian Networks

Dawn E. Holmes, Lakhmi C. Jain

2 099 kr

Tillhör följande kategorier

to Bayesian Networks.- A Polemic for Bayesian Statistics.- A Tutorial on Learning with Bayesian Networks.- The Causal Interpretation of Bayesian Networks.- An Introduction to Bayesian Networks and Their Contemporary Applications.- Objective Bayesian Nets for Systems Modelling and Prognosis in Breast Cancer.- Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian Networks.- An Information-Geometric Approach to Learning Bayesian Network Topologies from Data.- Causal Graphical Models with Latent Variables: Learning and Inference.- Use of Explanation Trees to Describe the State Space of a Probabilistic-Based Abduction Problem.- Toward a Generalized Bayesian Network.- A Survey of First-Order Probabilistic Models.