A Novel Cleaning Method for Yield Data Collected by Sensors: A Case Study on Winter Cereals.
Antonio NataleSara AntognelliEmanuele RanieriAndrea CrucianiAntonio BoggiaPublished in: ICCSA (5) (2020)
Keyphrases
- synthetic data
- test data
- data sets
- input data
- correlation analysis
- noisy data
- sensor data
- missing data
- training samples
- data analysis
- data acquisition
- pairwise
- similarity measure
- statistical methods
- training data
- high quality
- detection method
- high accuracy
- data sources
- cost function
- information loss
- data quality
- knowledge discovery
- data points
- collected data
- probabilistic model
- original data
- spatial data
- significant improvement
- missing values
- prior information
- case study
- data structure
- raw data
- background knowledge
- preprocessing
- text classification
- feature set
- image data
- probability distribution
- association rules