Tropical cyclone event sequence similarity search via dimensionality reduction and metric learning.
Shen-Shyang HoWenqing TangW. Timothy LiuPublished in: KDD (2010)
Keyphrases
- similarity search
- metric learning
- tropical cyclone
- event sequences
- dimensionality reduction
- high dimensional data
- high dimensional
- distance function
- metric space
- pattern recognition
- low dimensional
- feature space
- principal component analysis
- manifold learning
- person re identification
- data points
- distance metric
- dimensionality reduction methods
- temporal patterns
- similarity measure
- linear discriminant analysis
- euclidean distance
- feature extraction
- knn
- query processing
- data representation
- hash functions
- nonlinear dimensionality reduction
- kernel function
- computer vision
- neural network
- semi supervised learning
- kernel learning
- binary codes
- data analysis
- kernel trick
- database