Uncertainty-aware similarity measures - properties and construction method.
Patryk ZywicaAnna StachowiakPublished in: EUSFLAT Conf. (2019)
Keyphrases
- similarity measure
- high accuracy
- clustering method
- computationally efficient
- pairwise
- cost function
- detection algorithm
- synthetic data
- fully automatic
- experimental evaluation
- significant improvement
- objective function
- segmentation method
- similarity metric
- optimization algorithm
- correlation coefficient
- generation method
- similarity computation
- mutual information
- theoretical analysis
- input data
- neural network
- support vector machine
- computational complexity
- multiscale
- decision trees
- feature selection