SICI reduces the number of distinct probability entries needed and supports interaction effects among parents while keeping inference fast. Read more: https://getnews.me/new-surjective-independence-model-enhances-bayesian-networks/ #sici #bayesiannetworks #probabilisticai

Can a Bayesian Network model accurately predict an XP project's finish time? #bayesiannetworks

Discussing the model's accuracy, providing all collected data for future research, and outlining plans for further experiments #bayesiannetworks

Discussing the challenges of obtaining real-world data and details the two case studies—the Repo Margining System and the Abrahamsson Case Study #bayesiannetworks

Learn about the implementation and validation of a Bayesian Network model for Extreme Programming (XP) using the AgenaRisk toolset. #bayesiannetworks

Learn how a Bayesian Network model predicts defective story points in Extreme Programming, including the model's components and key practices. #bayesiannetworks

This article details the factors that influence productivity, including developer skills, Pair Programming, and Test Driven Development (TDD). #bayesiannetworks

Explore the design of a Bayesian Network model for Extreme Programming (XP), including its eight input parameters, two internal models, and two output parameter #bayesiannetworks

This article explains how the model reflects XP's iterative nature by connecting sequential releases and detailing the inputs and outputs of each. #bayesiannetworks

A friendly popular science booklet on Bayesian networks by Jiří Vomlel, Ph.D. (ÚTIA) explains complex probabilistic models with clear examples and formulas — made accessible for a wide audience. Free download (Czech): www.cs.cas.cz/vomlel/vkn-1... #BayesianNetworks #Science #AI

🔌✨ New article out in Nature Reviews Clean Technology! I discuss how Bayesian Networks can improve Environmental Impact Assessments (EIAs) for clean energy projects, supporting better decisions.
Read here: rdcu.be/eebrc
#BayesianNetworks #CleanEnergy #EIAs #CausalInference #OpenScience

🧬"Predicting the genetic component of gene expression using gene regulatory networks" introduces a method leveraging #BayesianNetworks to model cis and trans genetic influences.

📃Explore the full paper here: doi.org/10.1093/bioa...

#Bioinformatics #GeneExpression

[Blog] #Bayesian inference of bipartite (e.g. mutualistic) #networks structure

frodriguezsanchez.net/post/bayesia...

Presenting {BayesianNetworks} #rstats package: pakillo.github.io/BayesianNetw...