Integrating cluster analysis with granular computing for imbalanced data classification problem - A case study on prostate cancer prognosis.
Ren-Jieh KuoP. Y. SuFerani E. ZulviaC. C. LinPublished in: Comput. Ind. Eng. (2018)
Keyphrases
- cluster analysis
- granular computing
- prostate cancer
- imbalanced data classification
- rough sets
- data mining
- cancer patients
- categorical data
- rough set theory
- information processing
- computer aided
- soft computing
- mr images
- unsupervised learning
- k means
- fuzzy sets
- feature selection
- clustering algorithm
- data analysis
- medical image analysis
- data mining techniques
- clustering method
- fuzzy clustering
- support vector machine
- active learning
- hierarchical latent class models
- genetic programming
- computational intelligence
- pairwise
- pattern recognition
- decision rules
- real world
- computer vision