Micro-MetaStream: Algorithm selection for time-changing data.
André Luis Debiaso RossiCarlos SoaresBruno Feres de SouzaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: Inf. Sci. (2021)
Keyphrases
- selection algorithm
- data sets
- times faster
- learning algorithm
- noisy data
- input data
- optimization algorithm
- high accuracy
- experimental evaluation
- dimensional data
- synthetic datasets
- data reduction
- data collection
- data analysis
- cost function
- optimal solution
- database
- data structure
- prior information
- original data
- computational complexity
- dynamic programming
- detection algorithm
- data processing
- high quality
- image data
- data points
- missing data
- matching algorithm
- training data
- raw data
- data sources
- computational cost
- data quality
- information loss
- clustering method
- search space
- k means
- worst case
- probabilistic model
- np hard