Search Results for author: Ximing Xu

Found 5 papers, 1 papers with code

Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST

no code implementations26 Sep 2023 Guoqi Yu, Hailun Yao, Huan Zheng, Ximing Xu

Outbreaks of hand-foot-and-mouth disease(HFMD) have been associated with significant morbidity and, in severe cases, mortality.

Representation Learning Time Series

EasyMergeR: an interactive Shiny application to manipulate multiple XLSX files of multiple sheets

no code implementations8 Aug 2023 Ziyu Zhu, Ximing Xu

The integration of sequencing data with clinical information is a widely accepted strategy in bioinformatics and health informatics.

A t-SNE Based Classification Approach to Compositional Microbiome Data

no code implementations frontiers 2020 Xueli Xu, Zhongming Xie, Zhenyu Yang, Dongfang Li, Ximing Xu

This study presented a t-SNE based classification approach for compositional microbiome data, which enabled us to build classifiers and classify new samples in the reduced dimensional space produced by t-SNE.

Classification Dimensionality Reduction +1

Robust Estimation for Discrete-Time State Space Models

1 code implementation10 Apr 2020 William H. Aeberhard, Eva Cantoni, Chris Field, Hans R. Kuensch, Joanna Mills Flemming, Ximing Xu

State space models (SSMs) are now ubiquitous in many fields and increasingly complicated with observed and unobserved variables often interacting in non-linear fashions.

Methodology

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