Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification.
Martin BaumgartnerSai Pavan Kumar VeerankiDieter HaynGünter SchreierPublished in: J. Heal. Informatics Res. (2023)
Keyphrases
- privacy preserving
- data sets
- private data
- data collection
- vertically partitioned data
- original data
- privacy sensitive
- data privacy
- data analysis
- privacy issues
- privacy concerns
- sensitive data
- knowledge discovery
- preserving privacy
- differentially private
- horizontally partitioned data
- input data
- machine learning
- privacy preserving data mining
- privacy preservation
- private information
- data quality
- naive bayesian classification
- record linkage
- distributed data
- personal data
- data transformation
- raw data
- support vector machine
- horizontally partitioned
- feature space