A Multi-objective Feature Selection Approach Based on Binary PSO and Rough Set Theory.

Liam Cervante Bing Xue Lin Shang Mengjie Zhang

Published in: EvoCOP (2013)

Keyphrases

rough set theory
multi objective
feature selection
rough sets
binary pso
particle swarm optimization pso
optimization algorithm
attribute reduction
particle swarm optimization
evolutionary algorithm
decision table
decision rules
rule generation

global search
genetic algorithm
tool for data mining
feature extraction
rough fuzzy
text categorization
knowledge reduction
machine learning
feature selection algorithms
equivalence relation
feature set
objective function
knowledge discovery

granular computing
fuzzy sets
support vector
rule extraction
differential evolution
global optimization
rough set model
data analysis
concept lattice
high dimensionality
discernibility matrix
neural network
convergence speed

feature subset
pso algorithm
metaheuristic
computer vision
feature space
decision trees
information entropy
feature ranking
support vector machine
rough sets theory
classification accuracy
decision making