A feature selection technique based on rough set and improvised PSO algorithm (PSORS-FS) for permission based detection of Android malwares.
Abhishek BhattacharyaRadha Tamal GoswamiKuntal MukherjeePublished in: Int. J. Mach. Learn. Cybern. (2019)
Keyphrases
- rough sets
- pso algorithm
- feature selection
- particle swarm optimization
- malware detection
- rough set theory
- particle swarm optimization pso
- global optimization
- particle swarm optimization algorithm
- particle swarm optimisation
- fuzzy sets
- feature reduction
- decision rules
- attribute reduction
- adaptive particle swarm optimization
- information entropy
- data mining
- feature selection algorithms
- text categorization
- decision table
- fuzzy rough sets
- differential evolution
- support vector
- machine learning
- set pair analysis
- tool for data mining
- rough sets theory
- fuzzy logic
- attribute set
- image processing
- pattern recognition
- data analysis
- feature space
- support vector machine
- selected features
- feature ranking
- feature extraction
- computer vision
- artificial neural networks
- artificial intelligence
- concept lattice
- continuous valued attributes
- knowledge discovery
- incremental knowledge acquisition
- feature set