kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data.
Jesús MailloSergio Ramírez-GallegoIsaac TrigueroFrancisco HerreraPublished in: Knowl. Based Syst. (2017)
Keyphrases
- knn
- k nearest neighbor
- big data
- k nearest neighbour
- knn classifier
- classification algorithm
- nearest neighbor
- classification method
- support vector machine
- k nearest
- text categorization
- knn classification
- nearest neighbour
- knn algorithm
- distance function
- text classification
- feature selection
- data management
- nearest neighbor algorithm
- similarity search
- case study
- neural network
- distance measurement
- business intelligence
- input space
- cloud computing
- data processing
- data analysis
- support vector
- databases
- feature extraction
- hierarchical document clustering