Yuta Hozumi

According to our database, Yuta Hozumi authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Preprocessing of Single Cell RNA Sequencing Data Using Correlated Clustering and Projection.

Yuta Hozumi, Kiyoto Aramis Tanemura, Guo-Wei Wei

J. Chem. Inf. Model., 2024

Multiscale differential geometry learning of networks with applications to single-cell RNA sequencing data.

Hongsong Feng, Sean Cottrell, Yuta Hozumi, Guo-Wei Wei

Comput. Biol. Medicine, 2024

K-nearest-neighbors induced topological PCA for single cell RNA-sequence data analysis.

Sean Cottrell, Yuta Hozumi, Guo-Wei Wei

Comput. Biol. Medicine, 2024

2023

Emerging Dominant SARS-CoV-2 Variants.

Jiahui Chen, Rui Wang, Yuta Hozumi, Gengzhuo Liu, Yuchi Qiu, Xiaoqi Wei, Guo-Wei Wei

J. Chem. Inf. Model., 2023

Analyzing Single Cell RNA Sequencing with Topological Nonnegative Matrix Factorization.

Yuta Hozumi, Guo-Wei Wei

CoRR, 2023

K-Nearest-Neighbors Induced Topological PCA for scRNA Sequence Data Analysis.

Sean Cottrell, Yuta Hozumi, Guo-Wei Wei

CoRR, 2023

Analyzing scRNA-seq data by CCP-assisted UMAP and t-SNE.

Yuta Hozumi, Gu-Wei Wei

CoRR, 2023

2022

CCP: Correlated Clustering and Projection for Dimensionality Reduction.

Yuta Hozumi, Rui Wang, Guo-Wei Wei

CoRR, 2022

2021

UMAP-assisted <i>K</i>-means clustering of large-scale SARS-CoV-2 mutation datasets.

Yuta Hozumi, Rui Wang, Changchuan Yin, Guo-Wei Wei

Comput. Biol. Medicine, 2021

2020

Decoding SARS-CoV-2 Transmission and Evolution and Ramifications for COVID-19 Diagnosis, Vaccine, and Medicine.

Rui Wang, Yuta Hozumi, Changchuan Yin, Guo-Wei Wei

J. Chem. Inf. Model., 2020