Feature selection based on an improved cat swarm optimization algorithm for big data classification.
Kuan-Cheng LinKaiyuan ZhangYi-Hung HuangJason C. HungNeil Y. YenPublished in: J. Supercomput. (2016)
Keyphrases
- optimization algorithm
- big data
- feature selection
- multi objective
- classification accuracy
- optimization method
- machine learning
- particle swarm optimization pso
- cloud computing
- data analysis
- honey bee
- feature set
- differential evolution
- big data analytics
- optimization strategy
- text categorization
- social media
- business intelligence
- data processing
- text classification
- swarm intelligence
- feature subset
- data science
- particle swarm optimization
- evolutionary multi objective
- data management
- hybrid optimization algorithm
- artificial bee colony
- databases
- model selection
- vast amounts of data
- global optima
- supervised learning
- predictive modeling
- decision support system
- data warehousing