Tree-Based Metric Learning for Distance Computation in Data Mining.
Ming YanYan ZhangHongzhi WangPublished in: APWeb (2015)
Keyphrases
- metric learning
- distance computation
- distance function
- data mining
- distance metric
- dimensionality reduction
- euclidean distance
- learning tasks
- semi supervised
- similarity search
- knn
- pairwise
- multi task
- feature space
- text mining
- edit distance
- k nearest neighbor
- multi step
- nearest neighbor
- machine learning
- complex objects
- distance measure
- knowledge discovery
- similarity measure
- data analysis
- similarity queries
- neural network
- metric space
- semi supervised learning
- learning algorithm
- low dimensional
- locality sensitive hashing
- principal component analysis
- data points