Bayesian networks in environmental modelling

PA Aguilera, A Fernández, R Fernández… - … Modelling & Software, 2011 - Elsevier
… ► We review papers in which Bayesian networks have been applied in environmental
modelling. ► The potential of Bayesian networks is still unexploited in the environmental science …

Modelling project trade-off using Bayesian networks

M Fineman, N Fenton… - … Intelligence and Software …, 2009 - ieeexplore.ieee.org
… The conceptual model we develop satisfies this basic … Bayesian Networks (BNs) to model
project trade-off. The purpose is to provide a quantitative model for trade-off analysis in project

Bayesian networks in project management: A scoping review

KA Guinhouya - Expert Systems with Applications, 2023 - Elsevier
… the case with the technique of Bayesian networks (BNs). The … , we classified the articles
by project type (Construction & … rail projects (P88), a causal network-based risk matrix model

Bayesian Networks and participatory modelling in water resource management

A Castelletti, R Soncini-Sessa - Environmental Modelling & Software, 2007 - Elsevier
… of graphical models, such as Bayesian Networks (Bns), in environmental and natural resource
modelling. … Hence, we start with the Project description as the first step in making a model. …

Advances in Bayesian network modelling: Integration of modelling technologies

BG Marcot, TD Penman - Environmental modelling & software, 2019 - Elsevier
… Another area of integration is with state-and-transition models (STMs) that are used to project
future proportions or amounts of conditions, such as landscape vegetation conditions and …

Improved Bayesian networks for software project risk assessment using dynamic discretisation

N Fenton, Ł Radliński, M Neil - Software Engineering Techniques: Design …, 2007 - Springer
project risk models. We compare the accuracy of predictions and calculation time for models
… Such a situation is inevitable if we seek to use the models for projects beyond their original …

Decision support analysis for safety control in complex project environments based on Bayesian Networks

L Zhang, X Wu, L Ding, MJ Skibniewski… - Expert Systems with …, 2013 - Elsevier
… support model based on Bayesian Networks (BN) for safety control in dynamic complex project
… At first, priori expert knowledge is integrated with training data in model design, aiming to …

A procedure to detect problems of processes in software development projects using Bayesian networks

M Perkusich, G Soares, H Almeida… - Expert Systems with …, 2015 - Elsevier
… of the model in a real project. The procedure we propose uses Bayesian networks and …
we applied it to build a Bayesian network that models a Scrum-based software development …

Software project risk analysis using Bayesian networks with causality constraints

Y Hu, X Zhang, EWT Ngai, R Cai, M Liu - Decision Support Systems, 2013 - Elsevier
… Through unrestricted automatic causality learning from 302 collected software project data,
we demonstrated that the proposed model can not only discover causalities in accordance …

Public participation modelling using Bayesian networks in management of groundwater contamination

HJ Henriksen, P Rasmussen, G Brandt… - … Modelling & Software, 2007 - Elsevier
… the way Bayesian networks (Bns) can be applied as a tool for public participatory modelling
in the … By the start of the project we did not know anything about Bns or how to apply Bns in a …