RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms.
Santosh ThakurRamesh DharavathAchyut ShankarPrabhishek SinghManoj DiwakarMohammad Reza KhosraviPublished in: Big Data (2022)
Keyphrases
- rough sets
- computing platform
- big data
- cloud computing
- differential evolution algorithm
- rough set theory
- rough sets theory
- commodity hardware
- feature selection
- parallel computing
- distributed computing
- data analysis
- evolutionary algorithm
- differential evolution
- decision rules
- computing systems
- data management
- control parameters
- fuzzy sets
- attribute reduction
- computing environments
- data processing
- pattern recognition
- business intelligence
- particle swarm optimization
- genetic algorithm
- machine learning
- neural network
- distributed environment
- artificial intelligence
- fuzzy logic
- case study
- fault tolerance
- information systems
- fault tolerant
- social media
- information processing
- genetic programming
- peer to peer
- distributed systems