Search Results for author: Xiaoqiao Chen

Found 2 papers, 1 papers with code

Active feature selection discovers minimal gene sets for classifying cell types and disease states with single-cell mRNA-seq data

no code implementations15 Jun 2021 Xiaoqiao Chen, Sisi Chen, Matt Thomson

Here, we introduce an active learning method (ActiveSVM) that identifies minimal but highly-informative gene sets that enable the identification of cell-types, physiological states, and genetic perturbations in single-cell data using a small number of genes.

Active Learning feature selection

No-Reference Color Image Quality Assessment: From Entropy to Perceptual Quality

1 code implementation27 Dec 2018 Xiaoqiao Chen, Qingyi Zhang, Manhui Lin, Guangyi Yang, Chu He

In the frequency domain, the two-dimensional entropy and the mutual information of the filtered sub-band images are computed as the feature set of the input color image.

No-Reference Image Quality Assessment

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