Multiscale methods for signal selection in single-cell data.
Renee S. HoekzemaLewis MarshOtto SumrayXin LuHelen M. ByrneHeather A. HarringtonPublished in: CoRR (2022)
Keyphrases
- data mining techniques
- data sets
- multiscale
- statistical methods
- high dimensional data
- missing values
- data analysis
- data collection
- database
- statistical analysis
- significant improvement
- signal processing
- image data
- data processing
- missing data
- dimensionality reduction
- high quality
- measured data
- knowledge discovery
- multiple sources
- data mining methods
- noisy data
- spectral clustering
- raw data
- data structure
- prior knowledge
- data sources
- input data
- data points
- synthetic data
- training set
- spatial data
- image representation
- training data
- human experts
- multiresolution
- original data
- data mining applications
- probability distribution
- complex structures