Yuta Hozumi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Severe Acute Respiratory Syndrome

Differential Geometry

Nonnegative Matrix

Top Venues

Comput. Biol. Medicine

J. Chem. Inf. Model.

Publications

Yuta Hozumi, Kiyoto Aramis Tanemura, Guo-Wei Wei
Preprocessing of Single Cell RNA Sequencing Data Using Correlated Clustering and Projection. J. Chem. Inf. Model. 64 (7) (2024)
Hongsong Feng, Sean Cottrell, Yuta Hozumi, Guo-Wei Wei
Multiscale differential geometry learning of networks with applications to single-cell RNA sequencing data. Comput. Biol. Medicine 171 (2024)
Yuta Hozumi, Guo-Wei Wei
Analyzing single cell RNA sequencing with topological nonnegative matrix factorization. J. Comput. Appl. Math. 445 (2024)
Jae N. Lee, Dong L. Wu, Brentha Thurairajah, Yuta Hozumi, Takuo Tsuda
The Sensitivity of Polar Mesospheric Clouds to Mesospheric Temperature and Water Vapor. Remote. Sens. 16 (9) (2024)
Sean Cottrell, Yuta Hozumi, Guo-Wei Wei
K-nearest-neighbors induced topological PCA for single cell RNA-sequence data analysis. Comput. Biol. Medicine 175 (2024)
Jiahui Chen, Rui Wang, Yuta Hozumi, Gengzhuo Liu, Yuchi Qiu, Xiaoqi Wei, Guo-Wei Wei
Emerging Dominant SARS-CoV-2 Variants. J. Chem. Inf. Model. 63 (1) (2023)
Yuta Hozumi, Gu-Wei Wei
Analyzing scRNA-seq data by CCP-assisted UMAP and t-SNE. CoRR (2023)
Sean Cottrell, Yuta Hozumi, Guo-Wei Wei
K-Nearest-Neighbors Induced Topological PCA for scRNA Sequence Data Analysis. CoRR (2023)
Yuta Hozumi, Guo-Wei Wei
Analyzing Single Cell RNA Sequencing with Topological Nonnegative Matrix Factorization. CoRR (2023)
Yuta Hozumi, Rui Wang, Guo-Wei Wei
CCP: Correlated Clustering and Projection for Dimensionality Reduction. CoRR (2022)
Yuta Hozumi, Rui Wang, Changchuan Yin, Guo-Wei Wei
-means clustering of large-scale SARS-CoV-2 mutation datasets. Comput. Biol. Medicine 131 (2021)
Rui Wang, Yuta Hozumi, Changchuan Yin, Guo-Wei Wei
Decoding SARS-CoV-2 Transmission and Evolution and Ramifications for COVID-19 Diagnosis, Vaccine, and Medicine. J. Chem. Inf. Model. 60 (12) (2020)