22 citations · 40 across the 4 of their papers we have counts for
4 papers
A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19
Jianguo Chen, Kenli Li, Zhaolei Zhang +2
The COVID-19 pandemic caused by the SARS-CoV-2 virus has spread rapidly worldwide, leading to a global outbreak. Most governments, enterprises, and scientific research institutions…
Unsupervised Learning in Genome Informatics
Ka-Chun Wong, Yue Li, Zhaolei Zhang
With different genomes available, unsupervised learning algorithms are essential in learning genome-wide biological insights. Especially, the functional characterization of differe…
Deep Autoencoders for Dimensionality Reduction of High-Content Screening Data
Lee Zamparo, Zhaolei Zhang
High-content screening uses large collections of unlabeled cell image data to reason about genetics or cell biology. Two important tasks are to identify those cells which bear inte…
Large-Margin kNN Classification Using a Deep Encoder Network
Martin Renqiang Min, David A. Stanley, Zineng Yuan +2
KNN is one of the most popular classification methods, but it often fails to work well with inappropriate choice of distance metric or due to the presence of numerous class-irrelev…