Interactive dimensionality reduction using similarity projections.
Dimitris SpathisNikolaos PassalisAnastasios TefasPublished in: CoRR (2018)
Keyphrases
- dimensionality reduction
- linear projection
- euclidean distance
- low dimensional
- multidimensional scaling
- three dimensional
- feature extraction
- data representation
- similarity measure
- high dimensionality
- high dimensional
- dimension reduction
- principal component analysis
- dimensionality reduction methods
- high dimensional data
- virtual reality
- pattern recognition
- structural similarity
- feature space
- similarity function
- semantic similarity
- user interaction
- random projections
- user friendly
- distance function
- distance measure
- co occurrence
- data points
- discrete tomography
- data sets
- polyhedral objects
- pattern recognition and machine learning
- high dimensional spaces
- similarity measurement
- principal components
- linear discriminant analysis
- singular value decomposition
- distance metric
- image processing
- computer vision
- neural network