MR-DIS: democratic instance selection for big data by MapReduce.
Álvar Arnaiz-GonzálezAlejandro González-RogelJosé-Francisco Díez-PastorCarlos López NozalPublished in: Prog. Artif. Intell. (2017)
Keyphrases
- big data
- instance selection
- cloud computing
- data analytics
- data intensive computing
- nearest neighbor
- feature and instance selection
- data reduction
- text classification
- multiple instance learning
- classification accuracy
- big data analytics
- multi class
- image registration
- data management
- data analysis
- supervised learning
- knowledge discovery and data mining
- evaluation criteria
- semi supervised learning
- business intelligence
- unstructured data
- social media
- data compression
- data processing
- knowledge discovery
- concept drift
- information processing
- information retrieval
- data warehouse
- knn
- co training
- case study
- semi supervised
- feature selection