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Explanation of Bayesian Networks and Influence Diagrams in Elvira

C. Lacave, M. Luque, F.J. Diez
2007 IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)  
Bayesian networks and influence diagrams are probabilistic graphical models widely used for building diagnosisand decision-support expert systems.  ...  This paper describes some explanation options for Bayesian networks and influence diagrams that have been implemented in Elvira and how they have been used for building medical models and for teaching  ...  ACKNOWLEDGMENTS The conversion of IDs into decision trees and sensitivity analysis in IDs have been implemented in Elvira by Jorge Fernández and Jacinto Ruiz, respectively, two students of the Computer  ... 
doi:10.1109/tsmcb.2007.896018 pmid:17702292 fatcat:ld2pcax4vffgpdvocuyx44vh7a

Decision analysis networks

Francisco Javier Díez, Manuel Luque, Iñigo Bermejo
2018 International Journal of Approximate Reasoning  
Like influence diagrams (IDs), DANs are much more compact and easier to build than decision trees, and are able to represent conditional independencies.  ...  This paper presents decision analysis networks (DANs) as a new type of probabilistic graphical model.  ...  Acknowledgments: We thank the anonymous reviewers for many useful comments. This work has been supported by grants TIN2006-11152 and TIN2009-09158 of the Spanish Ministry of Science and Technology.  ... 
doi:10.1016/j.ijar.2018.02.007 fatcat:6rdtipqgfbabjfsgusaensgamu

Student Modeling [chapter]

L. Enrique Sucar, Julieta Noguez
Statistics in Practice  
With sound motivation and many worked practical examples, the books show in down-to-earth terms how to select and use an appropriate range of statistical techniques in a particular practical field within  ...  Israelson and all ABB colleagues for sharing with us their knowledge and experience on process engineering, operation and testing, as well as for the stimulating discussions on application aspects and  ...  Acknowledgment The author would like to thank Hugin Expert for providing Hugin software for Bayesian Network Analysis. Sincere thanks to T.J. King for his assistance in preparing the manuscript.  ... 
doi:10.1002/9780470994559.ch10 fatcat:jzbotiwcy5aj7hndarqvmb2ruq

Issues of Narrativity in the Romantic Piano Opera Paraphrase

Mathew Walton, Université D'Ottawa / University Of Ottawa, Université D'Ottawa / University Of Ottawa
2012
By comparing the use of physical gestures in two video-recorded performances of Liszt's paraphrase Réminiscences de Don Juan, the thesis postulates that a pianist's gestures can influence the audience's  ...  By approaching this repertoire from a critical standpoint concerned with the production of narrative, this thesis demonstrates the true value of the paraphrase.  ...  It is with this in mind that I will begin my final analysis of gesture: a reflective analysis of my own performances of Liszt's Réminiscences de Don Juan.Having examined how two pianists use gesture in  ... 
doi:10.20381/ruor-5116 fatcat:gpqytu5kvvh7bby34tcs5ghuea