A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors for big data classification.
Jesús MailloJulián LuengoSalvador GarcíaFrancisco HerreraIsaac TrigueroPublished in: FUZZ-IEEE (2018)
Keyphrases
- k nearest neighbor
- big data
- knn
- knn algorithm
- classification method
- classification algorithm
- support vector machine
- nearest neighbor
- knn classifier
- text classification
- nearest neighbor rule
- knn classification
- nearest neighbour
- nearest neighbor algorithm
- data analysis
- cloud computing
- feature selection
- support vector
- business intelligence
- distance measurement
- data processing
- pattern classification
- neural network
- data management
- machine learning
- training set
- knowledge discovery
- big data analytics
- data science
- k nearest
- feature vectors
- social media
- data warehousing
- feature extraction
- decision trees
- fuzzy rules
- supervised learning
- real world
- decision support system
- data sets
- model selection