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Probabilistic inference with noisy-threshold models based on a CP tensor decomposition

JOURNAL ARTICLE published June 2014 in International Journal of Approximate Reasoning

Research funded by Czech Science Foundation (13-20012S,102/09/1278)

Authors: Jiří Vomlel | Petr Tichavský

https://doi.org/10.1016/j.ijar.2013.12.002 Actions

An Approximate Tensor-Based Inference Method Applied to the Game of Minesweeper

BOOK CHAPTER published 2014 in Probabilistic Graphical Models

Authors: Jiří Vomlel | Petr Tichavský

https://doi.org/10.1007/978-3-319-11433-0_35 Actions

An augmented EM algorithm for monotonic Bayesian networks using parameterized conditional probability tables

JOURNAL ARTICLE published July 2021 in Behaviormetrika

Authors: Seyfullah Tingir | Russell Almond

https://doi.org/10.1007/s41237-021-00134-y Actions

Uncertainties in conditional probability tables of discrete Bayesian Belief Networks: A comprehensive review

JOURNAL ARTICLE published February 2020 in Engineering Applications of Artificial Intelligence

Authors: Jeremy Rohmer

https://doi.org/10.1016/j.engappai.2019.103384 Actions

LEARNING STRUCTURED BAYESIAN NETWORKS: COMBINING ABSTRACTION HIERARCHIES AND TREE‐STRUCTURED CONDITIONAL PROBABILITY TABLES

JOURNAL ARTICLE published February 2008 in Computational Intelligence

Authors: Marie DesJardins | Priyang Rathod | Lise Getoor

https://doi.org/10.1111/j.1467-8640.2007.00320.x Actions

Preprint repository arXiv achieves milestone million uploads

JOURNAL ARTICLE published 2014 in Physics Today

https://doi.org/10.1063/pt.5.028530 Actions

Improving Construction of Conditional Probability Tables for Ranked Nodes in Bayesian Networks

JOURNAL ARTICLE published 1 July 2016 in IEEE Transactions on Knowledge and Data Engineering

Authors: Pekka Laitila | Kai Virtanen

https://doi.org/10.1109/tkde.2016.2535229 Actions

Overview of methods to build Conditional Probability Tables with partial expert information for Bayesian Belief Networks

BOOK CHAPTER published 3 September 2015 in Safety and Reliability of Complex Engineered Systems

Authors: L Mkrtchyan | L Podofillini | V Dang

https://doi.org/10.1201/b19094-257 Actions

Learning the Conditional Probability Potentials

OTHER published 25 September 2009 in Bayesian Networks

https://doi.org/10.1002/9780470684023.ch5 Actions

Developing Complete Conditional Probability Tables from Fractional Data for Bayesian Belief Networks

JOURNAL ARTICLE published July 2007 in Journal of Computing in Civil Engineering

Authors: Zhong Tang | Brenda McCabe

https://doi.org/10.1061/(asce)0887-3801(2007)21:4(265) Actions

An improved method for building conditional probability tables of Bayesian networks in human reliability analysis and its application for railway

PROCEEDINGS ARTICLE published October 2016 in 2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)

https://doi.org/10.1109/imcec.2016.7867219 Actions

Construction of Conditional Probability Tables of Bayesian Networks using Ontologies and Wikipedia

JOURNAL ARTICLE published 30 December 2019 in Computación y Sistemas

Authors: Alan Ramírez Noriega | Reyes Juárez Ramírez | Juan J. Tapia | Victor H. Castillo | Samantha Jiménez

https://doi.org/10.13053/cys-23-4-2705 Actions

Advancing construction of conditional probability tables of Bayesian networks with ranked nodes method

JOURNAL ARTICLE published 17 November 2022 in International Journal of General Systems

Authors: Pekka Laitila | Kai Virtanen

https://doi.org/10.1080/03081079.2022.2086541 Actions

Optimizing the Calculation of Conditional Probability Tables in Hybrid Bayesian Networks Using Binary Factorization

JOURNAL ARTICLE published July 2012 in IEEE Transactions on Knowledge and Data Engineering

Authors: M. Neil | N. Fenton

https://doi.org/10.1109/tkde.2011.87 Actions

Bayes' Theorem and Conditional Probability

BOOK CHAPTER published 3 September 2018 in Risk Assessment and Decision Analysis with Bayesian Networks

Authors: Norman Fenton | Martin Neil

https://doi.org/10.1201/b21982-6 Actions

The arXiv preprint server hits 1 million articles

JOURNAL ARTICLE published 30 December 2014 in Nature

Authors: Richard Van Noorden

https://doi.org/10.1038/nature.2014.16643 Actions

Conditional Probability

BOOK CHAPTER published 6 December 2019 in Probability and Bayesian Modeling

Authors: Jim Albert | Jingchen Hu

https://doi.org/10.1201/9781351030144-3 Actions

Quantifying conditional probability tables in Bayesian networks: Bayesian regression for scenario-based encoding of elicited expert assessments on feral pig habitat

JOURNAL ARTICLE published 26 July 2020 in Journal of Applied Statistics

Authors: Ibrahim Alkhairy | Samantha Low-Choy | Justine Murray | Junhu Wang | Anthony Pettitt

https://doi.org/10.1080/02664763.2019.1697651 Actions

Methods for building Conditional Probability Tables of Bayesian Belief Networks from limited judgment: An evaluation for Human Reliability Application

JOURNAL ARTICLE published July 2016 in Reliability Engineering & System Safety

Authors: L. Mkrtchyan | L. Podofillini | V.N. Dang

https://doi.org/10.1016/j.ress.2016.01.004 Actions

Designing elicitation of expert knowledge into conditional probability tables in Bayesian networks: choosing scenario

PROCEEDINGS ARTICLE published 3 December 2017 in Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (eds) MODSIM2017, 22nd International Congress on Modelling and Simulation.

https://doi.org/10.36334/modsim.2017.h8.alkhairy Actions
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