From clustering to granular clustering: A granular representation of data in pattern recognition and system modeling.
Adam GacekPublished in: IFSA/NAFIPS (2013)
Keyphrases
- pattern recognition
- data points
- data sets
- spectral clustering
- high dimensional data
- data objects
- data representations
- exploratory analysis
- categorical data
- data collection
- data processing
- input data
- clustering algorithm
- k means
- multidimensional data
- data mining tasks
- data analysis
- data clustering
- clustering method
- training data
- cluster analysis
- database
- data reduction
- computer vision
- data sources
- self organizing maps
- high quality
- anomaly detection
- unsupervised learning
- machine learning
- feature space
- rough sets
- image data
- cluster centers
- granular computing
- clustering analysis
- large scale data sets
- neural network
- end users