MLAS: Metric Learning on Attributed Sequences.
Zhongfang ZhuangXiangnan KongElke A. RundensteinerJihane ZouaouiAditya AroraPublished in: IEEE BigData (2020)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- learning tasks
- person re identification
- semi supervised clustering
- pairwise
- dimensionality reduction
- mahalanobis metric
- nearest neighbor classification
- multi task
- feature space
- distance function
- margin maximization
- maximum variance unfolding
- neural network
- subject to linear constraints
- euclidean distance
- background knowledge
- similarity search
- semi supervised learning
- image classification
- e learning
- data mining