Feature subset selection for Big Data via Chaotic Binary Differential Evolution under Apache Spark.
Yelleti VivekVadlamani RaviPisipati RadhakrishnaPublished in: CoRR (2022)
Keyphrases
- differential evolution
- big data
- feature subset selection
- evolutionary algorithm
- convergence speed
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- cloud computing
- open source
- feature selection
- data processing
- optimization method
- genetic algorithm
- data analysis
- big data analytics
- data management
- feature subset
- parameter optimization
- multi objective optimization
- business intelligence
- particle swarm optimization pso
- selection algorithm
- estimation of distribution algorithms
- social media
- information processing
- knowledge discovery
- data warehousing
- data sets
- evolution strategy
- classification accuracy
- particle swarm optimization algorithm
- selected features
- optimal solution
- database systems
- map reduce
- databases