A Comparison of Hierarchical Methods for Clustering Functional Data.
Laura FerreiraDavid B. HitchcockPublished in: Commun. Stat. Simul. Comput. (2009)
Keyphrases
- high dimensional data
- data sets
- spectral clustering
- data mining techniques
- data representations
- multidimensional data
- noisy data
- data sources
- database
- spectral methods
- data mining methods
- statistical methods
- statistical analysis
- data points
- data collection
- high quality
- data objects
- original data
- missing values
- synthetic data
- data analysis
- image data
- human experts
- raw data
- multidimensional scaling
- data structure
- data quality
- data mining tasks
- k means
- data processing
- pairwise
- synthetic datasets
- data mining applications
- knowledge discovery
- data streams
- anomaly detection
- clustering method
- document clustering
- missing data