A New Method for Automatic Determining of the DBSCAN Parameters.
Artur StarczewskiPiotr GoetzenMeng Joo ErPublished in: J. Artif. Intell. Soft Comput. Res. (2020)
Keyphrases
- clustering method
- sensitivity analysis
- significant improvement
- fully automatic
- synthetic data
- neural network
- fine tuning
- high precision
- high accuracy
- objective function
- cost function
- dynamic programming
- data sets
- similarity measure
- preprocessing
- detection method
- detection algorithm
- support vector machine
- optimization algorithm
- segmentation method
- unsupervised learning
- computational cost
- parameter space
- correlation coefficient
- linear model
- probabilistic model