Data-driven kNN estimation in nonparametric functional data analysis.
Lydia-Zaitri KaraAli LaksaciMustapha RachdiPhilippe VieuPublished in: J. Multivar. Anal. (2017)
Keyphrases
- knn
- data driven
- k nearest neighbor
- data analysis
- nearest neighbor
- knn algorithm
- distance function
- k nearest neighbour
- text categorization
- classification algorithm
- support vector machine
- text classification
- feature selection
- knn classification
- knn classifier
- support vector machine svm
- classification method
- similarity search
- data sets
- shows significant improvements
- hierarchical document clustering
- density estimation
- machine learning
- data mining
- input space
- graph construction
- range queries
- multi dimensional
- rough sets