Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans).
Alfred UltschJörn LötschPublished in: BMC Bioinform. (2022)
Keyphrases
- euclidean distance
- cluster analysis
- data transformation
- biomedical data
- data mining
- dimensionality reduction
- data mining methods
- unsupervised learning
- data integration
- distance measure
- similarity measure
- data mining techniques
- distance function
- data points
- clustering method
- data warehousing
- data mining and knowledge discovery
- microarray data
- data quality
- privacy preserving
- feature vectors
- data analysis
- k means
- clustering algorithm
- clustering analysis
- data mining algorithms
- fuzzy clustering
- association rules
- dimension reduction
- fuzzy c means
- pattern recognition
- high dimensional
- high dimensional data
- data mining applications
- text mining
- data model
- low dimensional
- similarity search
- business intelligence
- data sets
- data warehouse
- data sources
- xml documents
- feature extraction
- database systems
- image processing
- machine learning
- databases