Implementation of novel polygon-based obfuscation methods to improve privacy of agricultural data.
Parvaneh NowbakhtLilian O'SullivanDavid P. WallPaul HollowayPublished in: Trans. GIS (2023)
Keyphrases
- data mining techniques
- high dimensional data
- significant improvement
- data processing
- data collection
- private data
- data mining methods
- missing values
- attribute values
- database
- data structure
- data points
- data sets
- sensitive information
- original data
- statistical methods
- training data
- end users
- image data
- statistical analysis
- clustering algorithm
- network structure
- data analysis
- raw data
- noisy data
- learning algorithm
- information loss
- input data