ClassiMap: A New Dimension Reduction Technique for Exploratory Data Analysis of Labeled Data.
Sylvain LespinatsMichaël AupetitAnke Meyer-BaesePublished in: Int. J. Pattern Recognit. Artif. Intell. (2015)
Keyphrases
- dimension reduction
- exploratory data analysis
- labeled data
- unlabeled data
- semi supervised
- semi supervised learning
- data clustering
- unsupervised learning
- principal components analysis
- data points
- active learning
- text classification
- supervised learning
- feature extraction
- training data
- principal component analysis
- low dimensional
- high dimensional data
- linear discriminant analysis
- knowledge discovery
- high dimensional
- singular value decomposition
- feature selection
- cluster analysis
- learning algorithm
- transfer learning
- prior knowledge
- class labels
- dimensionality reduction
- discriminative information
- feature space
- high dimensionality
- labeled and unlabeled data
- information visualization
- training samples
- information retrieval
- data sets
- data analysis
- pairwise
- database
- probabilistic model