Gaussian Process for Regression in Business Intelligence: A Fraud Detection Application.
Bruno H. A. PilonJuan José Murillo-FuentesJoão Paulo Carvalho Lustosa da CostaRafael Timóteo de Sousa JúniorAntonio Manuel Rubio SerranoPublished in: KMIS (2015)
Keyphrases
- business intelligence
- gaussian process
- fraud detection
- gaussian processes
- regression model
- decision support
- gaussian process regression
- data warehouse
- model selection
- covariance function
- data analysis
- outlier detection
- knowledge management
- social network analysis
- hyperparameters
- data mining
- end users
- case study
- decision making
- bayesian framework
- databases
- training data
- cross validation
- latent variables
- database