🎓 Congratulations to our colleague Nikolay Babakov for his new brand #CiTIUSPhD, obtained last Friday after a thesis defense focused on #BayesianNetworks and #ExplainableAI
A solid step toward more transparent and trustworthy ML systems!
🔗 s.citius.gal/phdnikolaybabakov
#RedeCiGUS #FondosEuropeos
Slide presentation: "Population Health Data Science: Algorithmic thinking for transforming data into information, knowledge, wisdom, and action" #TEAMPublicHealth #PopulationHealthDataScience #BayesianNetworks
docs.google.com/presentation...
New Surjective Independence Model Enhances Bayesian Networks
SICI reduces the number of distinct probability entries needed and supports interaction effects among parents while keeping inference fast. Read more: getnews.me/new-surjective-independe... #sici #bayesiannetworks #probabilisticai
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
