Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection.
Seok Bin SonSoohyun ParkJoongheon KimPublished in: CoRR (2023)
Keyphrases
- information theoretic
- similarity function
- clustering algorithm
- dissimilarity measure
- similarity measure
- similarity calculation
- information theory
- k means
- object detection
- similar objects
- self organizing maps
- detection method
- clustering method
- detection algorithm
- hierarchical clustering
- similarity matrix
- anomaly detection
- mutual information
- case study
- measuring similarity
- distance metric
- similarity computation
- detection rate
- cluster analysis
- false positives
- cosine similarity
- similarity graph
- fuzzy entropy
- detection accuracy
- spectral clustering
- categorical data
- fuzzy clustering
- automatic detection
- data clustering
- euclidean distance
- false alarms
- data sets
- similarity assessment
- distance measure
- intra cluster
- high similarity
- image registration
- cluster validation
- pairwise
- web sessions