Improvement for Large-Scale Image Data using Fuzzy Rough C-Mean Based Unsupervised CNN Clustering: An Empirical Study on designbyhumans.com.
Anh Tuan TranBan Quy TranKien Trung LuongPublished in: ICSCA (2023)
Keyphrases
- image data
- unsupervised learning
- information bottleneck
- clustering algorithm
- unsupervised classification
- unsupervised manner
- unsupervised feature selection
- completely unsupervised
- cluster validation
- information theoretic
- data clustering
- clustering method
- unsupervised clustering
- supervised classification
- data driven
- image content
- image quality
- k means
- categorical data
- significant improvement
- agglomerative clustering
- cellular neural networks
- hierarchical clustering
- minimum message length
- document clustering
- cluster analysis
- self organizing maps
- hidden markov models
- convolutional neural network
- centroid neural network
- image database
- data mining tasks
- small scale
- spectral clustering
- real world
- anomaly detection
- high dimensional data