3 papers
q-bio.MN2022
Inferring cell-specific lncRNA regulation with single-cell RNA-sequencing data in the developing human neocortex
Meng Huang, Jiangtao Ma, Changzhou Long +3
Long non-coding RNAs (lncRNAs) are important regulators to modulate gene expression and cell proliferation in the developing human brain. Previous methods mainly use bulk lncRNA an…
q-bio.NC2022
Unveiling interpretable development-specific gene signatures in the developing human prefrontal cortex with ICGS
Meng Huang, Xiucai Ye, Tetsuya Sakurai
In this paper, to unveil interpretable development-specific gene signatures in human PFC, we propose a novel gene selection method, named Interpretable Causality Gene Selection (IC…
cs.LG2019
Multiclass spectral feature scaling method for dimensionality reduction
Momo Matsuda, Keiichi Morikuni, Akira Imakura +2
Irregular features disrupt the desired classification. In this paper, we consider aggressively modifying scales of features in the original space according to the label information…