AutoEmbedder: A semi-supervised DNN embedding system for clustering.
Abu Quwsar OhiMuhammad F. MridhaFarisa Benta SafirMd. Abdul HamidMuhammad Mostafa MonowarPublished in: CoRR (2020)
Keyphrases
- semi supervised
- semi supervised clustering
- unsupervised learning
- clustering algorithm
- k means
- constrained clustering
- graph embedding
- pairwise constraints
- semi supervised learning
- labeled data
- hierarchical clustering
- clustering method
- training process
- manifold learning
- spectral clustering
- multi view
- data points
- instance level constraints
- clustering approaches
- semi supervised clustering algorithm
- vector space
- data clustering
- nonlinear dimensionality reduction
- high dimensional data
- unlabeled data
- supervised learning
- subspace learning
- active learning
- pairwise
- graph construction
- distance metric
- duplicate detection
- information theoretic
- data sets
- digital images
- learning algorithm
- neural network