Streaming Data Analysis: Clustering or Classification?
James C. BezdekJames M. KellerPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2021)
Keyphrases
- data analysis
- clustering analysis
- unsupervised learning
- data pre processing
- unsupervised classification
- unsupervised clustering
- machine learning
- supervised classification
- cluster analysis
- clustering method
- automatic classification
- supervised learning
- classification systems
- classification accuracy
- classification method
- decision rules
- pattern classification
- class labels
- data reduction
- image classification
- feature vectors
- decision trees
- clustering algorithm
- high dimensionality
- exploratory analysis
- classification algorithm
- simultaneous clustering
- data mining
- machine learning algorithms
- real time
- feature extraction
- support vector
- pattern recognition
- preprocessing
- data processing
- support vector machine svm
- high dimensional data
- model selection
- fuzzy clustering
- fuzzy c means
- classification models
- spectral clustering
- text classification
- support vector machine
- knowledge discovery
- training set
- training samples
- business intelligence
- self organizing maps