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A Robust Symmetric Nonnegative Matrix Factorization Framework for Clustering Multiple Heterogeneous Microbiome Data

机译：一种鲁棒的对称非负矩阵分解框架，用于聚类多个异构微生物组数据

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Yuanyuan Ma; Xiaohua Hu; Tingting He; Xingpeng Jiang;
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年度 2017
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1. Clustering and Integrating of Heterogeneous Microbiome Data by Joint Symmetric Nonnegative Matrix Factorization with Laplacian Regularization [J] . Ma Yuanyuan, Hu Xiaohua, He Tingting, IEEE/ACM transactions on computational biology and bioinformatics . 2020,第3期

机译：通过Laplacian正规化联合对称非负面矩阵分解的聚类和集成异构微生物组数据
2. Clustering and Integrating of Heterogeneous Microbiome Data by Joint Symmetric Nonnegative Matrix Factorization with Laplacian Regularization [J] . Current Organic Synthesis . 2020,第3期

机译：通过联合对称的非负面矩阵与拉普拉斯规范化聚类和整合异构微生物组数据
3. Hessian regularization based symmetric nonnegative matrix factorization for clustering gene expression and microbiome data [J] . Ma Yuanyuan, Hu Xiaohua, He Tingting, Methods: A Companion to Methods in Enzymology . 2016,第Null期

机译：基于Hessian正则化的对称非负矩阵分解用于基因表达和微生物组数据的聚类
4. Multi-view clustering microbiome data by joint symmetric nonnegative matrix factorization with Laplacian regularization [C] . Yuanyuan Ma, Xiaohua Hu, Tingting He, IEEE International Conference on Bioinformatics and Biomedicine . 2016

机译：联合对称非负矩阵分解与拉普拉斯正则化的多视图聚类微生物数据
5. Advances in Nonnegative Matrix Factorization and Its Applications [D] . Yan, Wei. 2019

机译：非负矩阵分解及其应用的进步
6. MHSNMF: multi-view hessian regularization based symmetric nonnegative matrix factorization for microbiome data analysis [O] . Yuanyuan Ma, Junmin Zhao, Yingjun Ma 2020

机译：MHSNMF：基于多视图Hessian正规化的微生物组数据分析的对称非环境矩阵分解
7. Symmetric nonnegative matrix factorization for graph clustering [O] . Da Kuang, Chris Ding, Haesun Park 2012

机译：用于图聚类的对称非负矩阵分解

A Robust Symmetric Nonnegative Matrix Factorization Framework for Clustering Multiple Heterogeneous Microbiome Data

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