Interactive visual clustering and classification based on dimensionality reduction mappings: A case study for analyzing patients with dermatologic conditions.
Miguel A. Mohedano-MunozS. Alique-GarcíaManuel Rubio-SánchezLaura RayaAlberto SánchezPublished in: Expert Syst. Appl. (2021)
Keyphrases
- dimensionality reduction
- high dimensionality
- interactive visual
- pattern recognition and machine learning
- high dimensional data
- feature extraction
- feature space
- principal component analysis
- pattern recognition
- k means
- dimensionality reduction methods
- support vector machine
- data points
- support vector
- case study
- high dimensional
- clustering algorithm
- interactive visualization
- real world
- feature selection
- categorical data
- normal controls
- information retrieval
- machine learning
- multi dimensional
- low dimensional
- image processing
- microarray
- computer vision