scIAC: clustering scATAC-seq data based on Student's t-distribution similarity imputation and denoising autoencoder.
Wei LanJin YeXun SunXiaoshu ZhuQingfeng ChenYi PanPublished in: BIBM (2022)
Keyphrases
- denoising
- data distribution
- missing values
- data analysis
- data sets
- missing data
- data collection
- data processing
- data points
- data sources
- database
- data mining techniques
- data mining tasks
- high dimensional data
- input data
- probability distribution
- training data
- clustering algorithm
- similarity function
- data objects
- original data
- knowledge discovery
- learning process
- similarity measure
- euclidean distance
- data structure
- image processing
- pairwise
- distance measure
- categorical data
- data mining
- multidimensional scaling
- class membership