A Bayesian Framework for the Automated Online Assessment of Sensor Data Quality.
Daniel V. SmithGreg P. TimmsPaulo A. de SouzaClaire D'EstePublished in: Sensors (2012)
Keyphrases
- bayesian framework
- data quality
- quality management
- quality assessment
- prior knowledge
- generative model
- data cleaning
- data warehouse
- posterior probability
- data cleansing
- gaussian process
- poor quality
- bayesian model
- probability density function
- maximum a posteriori
- data transformation
- prior distribution
- expectation maximization
- bayesian methods
- data privacy
- posterior distribution
- bayesian formulation
- database
- class noise
- computer vision
- image processing
- data sets