Interactive Data Visualization Using Dimensionality Reduction and Similarity-Based Representations.
P. Rosero-MontalvoP. DiazJose Alejandro Salazar-CastroD. F. Peña-UnigarroAndres J. Anaya-IsazaJuan C. Alvarado-PérezRoberto TherónDiego Hernán Peluffo-OrdóñezPublished in: CIARP (2016)
Keyphrases
- data visualization
- dimensionality reduction
- visual data mining
- interactive visualization
- data exploration
- information visualization
- data analysis
- scientific visualization
- parallel coordinates
- high dimensional
- knowledge discovery
- interactive visual
- data representation
- data mining
- big data
- high dimensional data
- chance discovery
- data points
- low dimensional
- principal component analysis
- feature extraction
- data mining and visualization
- exploratory data analysis
- data mining and knowledge discovery
- exploratory analysis
- nonlinear dimensionality reduction
- data representations
- knowledge discovery process
- graphical display
- feature space
- pattern recognition
- information retrieval
- visualization methods
- multidimensional data sets
- manifold learning
- dimensionality reduction methods
- database
- linear discriminant analysis
- object oriented
- end users
- data model
- case study
- feature selection
- data sets