Open AccessOptimal tuning of weighted kNN- and diffusion-based methods for denoising single cell genomics data
Author(s) -
Andreas Tjärnberg,
Omar Mahmood,
Christopher Jackson,
Giuseppe-Antonio Saldi,
Kyunghyun Cho,
Lionel Christiaen,
Richard Bonneau
Publication year - 2021
Publication title -
plos computational biology/plos computational biology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.628
H-Index - 182
eISSN - 1553-7358
pISSN - 1553-734X
DOI - 10.1371/journal.pcbi.1008569
Subject(s) - dimensionality reduction , computer science , data mining , noise reduction , pattern recognition (psychology) , imputation (statistics) , skewness , missing data , artificial intelligence , machine learning , mathematics , statistics