Instance selection of linear complexity for big data.
Álvar Arnaiz-GonzálezJosé-Francisco Díez-PastorJuan José RodríguezCésar Ignacio García-OsorioPublished in: Knowl. Based Syst. (2016)
Keyphrases
- linear complexity
- big data
- instance selection
- nearest neighbor
- feature and instance selection
- text classification
- data reduction
- data analysis
- cloud computing
- knowledge discovery
- multiple instance learning
- classification accuracy
- data management
- multi class
- supervised learning
- big data analytics
- semi supervised learning
- social media
- knowledge discovery and data mining
- business intelligence
- data processing
- concept drift
- evaluation criteria
- feature selection
- support vector machine
- data mining
- e learning
- data integration
- unlabeled data
- case study
- labeled data
- decision trees
- expert systems
- data sets
- natural language processing
- machine learning
- object oriented
- information extraction