Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection.
Seok Bin SonSoohyun ParkJoongheon KimPublished in: IEEE Access (2023)
Keyphrases
- similarity function
- information theoretic
- similarity measure
- k means
- clustering method
- clustering algorithm
- similarity calculation
- distance metric
- detection method
- automatic detection
- case study
- anomaly detection
- mutual information
- cosine similarity
- dissimilarity measure
- normalized mutual information
- measuring similarity
- high similarity
- object detection
- hierarchical clustering
- multidimensional scaling
- information theory
- unsupervised learning
- spectral clustering
- similarity assessment
- similarity matrix
- distance function
- similar objects
- dermoscopy images
- video sequences
- intra cluster
- content similarity
- automated detection
- similarity graph
- distance computation
- information entropy
- categorical data
- false alarms
- test bed
- semantic similarity
- data clustering
- detection rate
- document clustering
- distance measure
- self organizing maps
- high dimensional data