Kinematics of Big Biomedical Data to characterize temporal variability and seasonality of data repositories: Functional Data Analysis of data temporal evolution over non-parametric statistical manifolds.
Carlos SáezJuan Miguel García-GómezPublished in: Int. J. Medical Informatics (2018)
Keyphrases
- temporal evolution
- data analysis
- biomedical data
- data repositories
- temporal information
- data sets
- data collection
- data sources
- big data
- data visualization
- high dimensional data
- knowledge driven
- knowledge discovery
- statistical analysis
- data reduction
- database
- spatial information
- data acquisition
- data structure
- databases
- preprocessing
- data mining methods
- data points