Multivariate Methods for the Integration and Visualization of Omics Data.
Alex SánchezJosé Fernández-RealEsteban VegasFrancesc CarmonaJacques AmarRemy BurcelinMatteo SerinoFrancisco TinahonesM. Carmen Ruíz de VillaAntonio MinãrroFerran ReverterPublished in: JBI (2010)
Keyphrases
- data analysis
- data sets
- statistical methods
- high dimensional data
- data collection
- original data
- multivariate data
- high quality
- data visualization
- significant improvement
- data processing
- data mining applications
- visualization tools
- data mining techniques
- database
- statistical tests
- human experts
- experimental data
- statistical analysis
- image data
- end users
- training data
- data structure
- probability distribution function
- input data
- data representations
- data mining
- learning algorithm
- sequential data
- decision trees
- data mining methods
- big data
- data quality
- noisy data
- spectral clustering
- preprocessing
- prior knowledge
- data sources
- machine learning methods