Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data.
Jesús MailloSalvador GarcíaJulián LuengoFrancisco HerreraIsaac TrigueroPublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- machine learning
- k nearest neighbor
- big data
- support vector machine
- knn
- data analysis
- feature selection
- nearest neighbor
- knn classifier
- classification algorithm
- decision trees
- classification method
- nearest neighbor algorithm
- cloud computing
- nearest neighbor rule
- big data analytics
- nearest neighbour
- k nearest
- data management
- business intelligence
- social media
- commodity hardware
- data intensive computing
- supervised learning
- feature space
- range queries
- data processing
- decision makers
- multi class
- training set
- training data
- neural network