Scalable feature subset selection for big data using parallel hybrid evolutionary algorithm based wrapper under apache spark environment.
Yelleti VivekVadlamani RaviP. Radha KrishnaPublished in: Clust. Comput. (2023)
Keyphrases
- big data
- feature subset selection
- feature selection
- cloud computing
- commodity hardware
- map reduce
- hybrid evolutionary algorithm
- big data analytics
- data management
- data processing
- evolutionary algorithm
- data analysis
- business intelligence
- feature subset
- information extraction
- open source
- shared memory
- parallel processing
- social media
- selected features
- parallel computing
- selection algorithm
- neural network
- machine learning
- knowledge discovery
- data warehousing
- differential evolution
- multi objective optimization
- search space
- databases
- decision support system
- case study
- social networks
- mutual information
- data mining