Intelligent Edge-powered Data Reduction: A Systematic Literature Review.
Laércio PioliDouglas D. J. de MacedoDaniel G. CostaMario A. R. DantasPublished in: ACM Comput. Surv. (2024)
Keyphrases
- literature review
- data reduction
- data compression
- case study
- data analysis
- preprocessing
- classification rules
- instance selection
- current issues
- knowledge discovery
- feature selection
- data mining
- model selection
- singular value decomposition
- representative subset
- classification accuracy
- clustering algorithm
- data sets
- databases
- high dimensionality
- compression algorithm
- rough set theory
- dimensionality reduction
- high quality
- neural network