Supervised Manifold Learning for Media Interestingness Prediction.
Yang LiuZhonglei GuYiu-ming CheungPublished in: MediaEval (2016)
Keyphrases
- manifold learning
- semi supervised
- dimensionality reduction
- discriminant projection
- low dimensional
- nonlinear dimensionality reduction
- diffusion maps
- supervised learning
- dimension reduction
- prediction accuracy
- high dimensional
- high dimensional data
- semi supervised learning
- manifold learning algorithm
- subspace learning
- head pose estimation
- laplacian eigenmaps
- locality preserving
- feature extraction
- unsupervised learning
- neighborhood preserving embedding
- manifold structure
- sparse representation
- association rules
- geodesic distance
- locality preserving projections
- pattern recognition
- manifold embedding
- data sets
- multiple instance learning
- pairwise
- feature space
- decision trees
- image processing
- feature selection