Active Sensing for Data Quality Improvement in Model Learning.
Olga NapolitanoMarco CognettiLucia PallottinoDimitrios KanoulasPaolo SalarisValerio ModugnoPublished in: IEEE Control. Syst. Lett. (2024)
Keyphrases
- prior knowledge
- learning models
- data sets
- input data
- learned models
- data quality
- experimental data
- learning process
- probabilistic model
- data points
- hidden variables
- probability distribution
- high quality
- learning algorithm
- data sources
- high level
- accurate models
- quality improvement
- image data
- real time
- network structure
- data model