Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering.
Guo-Jun ZhangJi-Xiang DuDe-Shuang HuangTat-Ming LokMichael R. LyuPublished in: FSKD (2006)
Keyphrases
- nearest neighbor
- high dimensional data
- unsupervised learning
- data points
- nearest neighbor algorithm
- clustering method
- clustering algorithm
- high dimensional
- k nearest neighbor
- knn
- k means
- supervised clustering
- data clustering
- unsupervised feature selection
- semi supervised
- nearest neighbor search
- self organizing maps
- cluster analysis
- information theoretic
- distance function
- outlier detection
- document clustering
- spectral clustering
- supervised classification
- index structure
- nearest neighbor classification
- feature selection
- distance metric
- machine learning
- hierarchical clustering
- similarity function
- data mining tasks
- low dimensional
- supervised learning