CSD-CMAD: Coupling Similarity and Diversity for Clustering Multivariate Astrophysics Data.
Xu TengThomas BecklerBradley GannonBenjamin HuinkerGabriel HuinkerKoushhik KumarChristina MarquezJacob SpoonerGoce TrajcevskiPrabin GiriAaron DotterJeff AndrewsScott CoughlinYing QinJuan Gabriel Serra-PerezNam TranJaime Roman-GarjaKonstantinos KovlakasEmmanouil ZapartasSimone S. BaveraDevina MisraTassos FragosPublished in: SIGSPATIAL/GIS (2021)
Keyphrases
- data analysis
- data sets
- data processing
- data points
- categorical data
- data sources
- synthetic data
- database
- data collection
- sequential data
- similarity measure
- statistical analysis
- similarity matrix
- original data
- user defined
- mixed data
- missing data
- input data
- knowledge discovery
- data structure
- training data
- unsupervised learning
- cluster analysis
- statistical methods
- image data
- data objects
- fuzzy clustering
- pairwise
- multidimensional scaling