Computation Methods in the Era of Big Biology Data: Opportunities and Obstacles.
Meng WangXinzhou GePublished in: XRDS (2023)
Keyphrases
- big data
- data sets
- database
- statistical methods
- computational cost
- high dimensional data
- data mining techniques
- diverse fields
- multiple sources
- noisy data
- data points
- data sources
- data structure
- data analysis
- end users
- input data
- data collection
- benchmark datasets
- incomplete data
- raw data
- spectral clustering
- high quality
- predictive model
- preprocessing
- significant improvement
- machine learning methods
- missing data
- synthetic data
- computer systems