Chi-Spark-RS: An Spark-built evolutionary fuzzy rule selection algorithm in imbalanced classification for big data problems.
Alberto FernándezEva AlmansaFrancisco HerreraPublished in: FUZZ-IEEE (2017)
Keyphrases
- selection algorithm
- big data
- prototype selection
- fuzzy rules
- fuzzy classifier
- pattern recognition
- text classification
- rule base
- fuzzy model
- search algorithm
- social media
- support vector
- pattern classification
- fuzzy rule based systems
- cloud computing
- information retrieval
- data science
- data management
- classification accuracy
- case study
- genetic algorithm
- decision support
- support vector machine svm
- business intelligence
- object oriented
- rule sets
- fuzzy logic
- query processing
- feature vectors
- feature extraction
- computer vision
- databases
- fuzzy rule bases