A Classification Algorithm for High-dimensional Data.
Asim RoyPublished in: INNS Conference on Big Data (2015)
Keyphrases
- classification algorithm
- high dimensional data
- nearest neighbor
- knn
- k nearest neighbor
- low dimensional
- dimensionality reduction
- high dimensional
- high dimensionality
- high dimensions
- data analysis
- naive bayes
- subspace clustering
- data sets
- training set
- training phase
- input space
- similarity search
- data points
- learning algorithm
- class labels
- data distribution
- high dimensional spaces
- clustering high dimensional data
- linear discriminant analysis
- support vector machine
- accurate classification
- lower dimensional
- database
- computer vision
- concept drift
- regression problems
- dimensional data
- classification accuracy
- text categorization
- image processing
- prior knowledge
- high dimensional datasets
- nonlinear dimensionality reduction
- high dimensional data sets