Evaluation of the Quality of French Hospital Data for Perinatal Algorithms.
Karine GoueslardJonathan CottenetEric BenzeninePascale Tubert-BitterCatherine QuantinPublished in: MIE (2020)
Keyphrases
- data sets
- noisy data
- data collection
- data mining techniques
- data quality
- high quality
- data reduction
- database
- data structure
- training data
- data analysis
- original data
- knowledge discovery
- data mining algorithms
- spatial data
- data processing
- discrete data
- low quality
- quality measures
- data mining
- missing data
- synthetic data
- xml documents
- image data
- machine learning
- data sources
- computational complexity
- evaluation methods
- data mining tasks
- data model
- significant improvement
- databases
- computational cost
- network structure
- end users
- sensor data
- worst case
- input data
- high dimensional data