A Data Driven Similarity Measure and Example Mapping Function for General , Unlabelled Data Sets

Keyphrases

• Similarity Measure 100%
• Unlabeled Data 100%
• Deep Belief Nets 100%
• Mapping Function 100%
• Cross-domain Comparison 50%
• Low-dimensional Space 50%
• Unsupervised Feature Construction 50%
• Hidden Structure 50%
• Unsupervised Manifold Alignment 50%
• Hidden Correlations 50%
• Dissimilarity Measure 50%
• Sparse Representation 50%
• T-distributed Stochastic Neighbor Embedding (t-SNE) 50%
• Autoencoder 50%
• Embedding Method 50%
• Representation Similarity 50%
• KL Divergence 50%
• Deep Network 50%

Computer Science

• Unlabeled Data 100%
• Mapping Function 100%
• Sparse Representation 50%
• Capability Comparison 50%
• Dissimilarity Measure 50%
• Lower Dimensional Space 50%
• Feature Construction 50%
• Hidden Structure 50%
• Autoencoder 50%

INIS

• data 100%
• mapping 100%
• comparative evaluations 33%
• accuracy 33%
• humans 16%
• correlations 16%
• space 16%
• maps 16%
• classification 16%
• investigations 16%
• stochastic processes 16%
• construction 16%
• alignment 16%