Guided Clustering for Selecting Representatives Samples in Chemical Databases.
Felipe V. CalderanJoão Paulo A. de MendonçaJuarez L. F. Da SilvaMarcos G. QuilesPublished in: ICCSA (Workshops 8) (2023)
Keyphrases
- databases
- clustering algorithm
- clustering method
- database
- k means
- document clustering
- self organizing maps
- high dimensional data
- information systems
- hierarchical clustering
- data points
- data management
- categorical data
- similarity function
- spectral clustering
- cluster analysis
- unsupervised learning
- knowledge discovery
- relational databases
- database systems
- data sets
- multidimensional data
- chemical structures
- data samples
- selection algorithm
- anomaly detection
- training set
- similarity measure