A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.
Mohammed SabriRosanna VerdeAntonio BalzanellaFabrizio MaturoHamid TairiAli YahyaouyJamal RiffiPublished in: J. Classif. (2024)
Keyphrases
- classification algorithm
- k nearest neighbor
- knn
- distance computation
- nearest neighbor
- distance function
- clustering algorithm
- knn classification
- support vector machine
- nearest neighbor algorithm
- text categorization
- accurate classification
- classification method
- distance measurement
- data points
- k nearest
- knn classifier
- distance measure
- query point
- data sets
- naive bayes
- support vector machine svm
- similarity search
- euclidean distance
- input space
- concept drift
- text classification
- high dimensional data
- distance metric
- test instances
- unsupervised learning
- dimensionality reduction
- information extraction
- feature space
- neural network
- database