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Bayesian Network

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Bayesian Network
Bayesian Network Edited by Ahmed Rebai

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Academic Editor

Ahmed Rebai
Ahmed Rebai

Centre of Biotechnology of Sfax,
Tunisia

Published18 August 2010

Doi10.5772/258

ISBN978-953-307-124-4

eBook (PDF) ISBN978-953-51-4903-3

Copyright year2010

Number of pages444

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Edited Volume and chapters are indexed in

  • Google Scholar
  • DOAB
  • Crossref
  • Dimension
  • OpenAIRE
  • AZ ebsco
  • Worldcat
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Table of Contents

Open access  chapters

1. Learning Structure and Parameters in Bayesian Networks Using an Implicit Framework

By Hanen BenHassen, Lobna Bouchaala, Afif Masmoudi and Ahmed Rebai

3,323
2. Design of Evolutionary Methods Applied to the Learning of Bayesian Network Structures

By Thierry Brouard, Alain Delaplace, Muhammad Muzzamil Luqman, Hubert Cardot and Jean-Yves Ramel

2,599
3. Probabilistic Inferences in Bayesian Networks

By Jianguo Ding

6,106
4. Advanced Algorithms of Bayesian Network Learning and Probabilistic Inference from Inconsistent Prior Knowledge and Sparse Data with Applications in Computational Biology and Computer Vision

By Rui Chang

2,710
5. Group Decision Making Using Bayesian Network Inference with Qualitative Expert Knowledge

By Wichian Premchaiswadi and Nipat Jongsawat

2,489
6. Forming Object Concept Using Bayesian Network

By Tomoaki Nakamura and Takayuki Nagai

1,961
1
7. Guiding Complex Design Optimisation Using Bayesian Networks

By John Leaney and Artem Parakhine

2,272
8. Method of Multi-Source Testing Information Fusion Based on Bayesian Network

By Tang Xue-mei and Hu Zheng-dong

2,077
9. Dynamic Data Feed to Bayesian Network Model and SMILE Web Application

By Nipat Jongsawat, Anunucha Tungkasthan and Wichian Premchaiswadi

2,891
2
10. Markovian Approach to Time Transition Inference on Bayesian Networks

By Adamo Santana, Diego Cardoso, Carlos Renato Frances, and João Costa

2,103
11. MiniTUBA: a Web-Based Dynamic Bayesian Network Analysis System

By Yongqun He and Zuoshuang Xiang

2,939
12. Joining Analytic Network Process and Bayesian Network Model for Fault Spreading Problem

By Gabor Szucs and Gyula Sallai

3,908
13. Monitoring of Complex Processes with Bayesian Networks

By Sylvain Verron, Teodor Tiplica and Abdessamad Kobi

3,049
3
14. Bayesian Networks for Network Intrusion Detection

By Pablo Garcia Bringas and Igor Santos Grueiro

4,551
3
15. A Novel Probabilistic Approach for Analysis and Planning of Large Capillarity Broadband Networks Based on ADSL2+ Technology

By Diego Cardoso, Adamo Santana, Claudio Rocha and Carlos Renato Frances

2,220
16. Optimization Strategies for Improving the Interpretability of Bayesian Networks: an Application in Power Systems

By Claudio Rocha, Diego Cardoso, Adamo Santana and Carlos Renato Frances

2,203
17. Strategy for Wireless Local Area Networks Planning and Performance Evaluation through Bayesian Networks as Computational Intelligence Approach

By Jasmine Araujo, Josiane Rodrigues, Simone Fraiha, Herminio Gomes, Gervásio Cavalcante and Carlos Renato Frances

2,221
1
18. Causal Modelling Based on Bayesian Networks for Preliminary Design of Buildings

By Berardo Naticchia and Alessandro Carbonari

2,683
19. Bayesian Networks Methods for Traffic Flow Prediction

By Enrique Castillo, Santos Sanchez-Cambronero and Jose Maria Menendez

3,700
1
20. Accommodating Uncertainty in Rangeland Condition Assessment Using Bayesian Belief Networks

By Hossein Bashari and Carl Smith

1,994
2
21. Classification of Categorical and Numerical Data on Selected Subset of Features

By Zaher Al Aghbari

4,793
22. Learning Self-Similarities for Action Recognition Using Conditional Random Fields

By Imran Junejo

2,592
23. Probabilistic Modelling and Recursive Bayesian Estimation of Trust in Wireless Sensor Networks

By Mohammad Momani and Subhash Challa

2,837
24. Time-Frequency analysis using Bayesian Regularized Neural Network Model

By Imran Shafi, Jamil Ahmad, Syed Ismail Shah and Ataul Aziz Ikram

3,441

IMPACT OF THIS BOOK AND ITS CHAPTERS

71,659 Total Chapter Downloads

3,065 Total Chapter Views

16 Crossref Citations

28 Web of Science Citations

33 Dimensions Citations

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