Features extracted using tensor decomposition reflect the biological features of the temporal patterns of human blood multimodal metabolome

Four features of temporal patterns characterize similarity among individuals and molecules by glucose ingestion in humans

(2022) Suguru Fujita et al.   npj Systems Biology and Applications

Novel method for the prediction of drug-drug Interaction based on gene expression profiles

(2021) Yh. Taguchi et al.   EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES

Identification of genes associated with altered gene expression and m6A profiles during hypoxia using tensor decomposition based unsupervised feature extraction

(2021) Sanjiban Sekhar Roy et al.   Scientific Reports

Unsupervised tensor decomposition-based method to extract candidate transcription factors as histone modification bookmarks in post-mitotic transcriptional reactivation

(2021) Y-h. Taguchi et al.   PLoS One

Tensor-Decomposition-Based Unsupervised Feature Extraction in Single-Cell Multiomics Data Analysis

(2021) Y-h. Taguchi et al.   Genes

Multi-insight visualization of multi-omics data via ensemble dimension reduction and tensor factorization

(2018) Hadi Fanaee-T et al.   BIOINFORMATICS

Tensor decomposition-based unsupervised feature extraction applied to matrix products for multi-view data processing

(2017) Y-h. Taguchi   PLoS One

Selective control of up-regulated and down-regulated genes by temporal patterns and doses of insulin

(2016) T. Sano et al.   Science Signaling

Selective control of up-regulated and down-regulated genes by temporal patterns and doses of insulin

(2016) T. Sano et al.   Science Signaling

Data Fusion in Metabolomics Using Coupled Matrix and Tensor Factorizations

(2015) Evrim Acar et al.   PROCEEDINGS OF THE IEEE

Studying and modelling dynamic biological processes using time-series gene expression data

(2012) Ziv Bar-Joseph et al.   NATURE REVIEWS GENETICS

A multiway approach to data integration in systems biology based on Tucker3 and N-PLS

(2010) Ana Conesa et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Metabolomic Profiling of Anionic Metabolites by Capillary Electrophoresis Mass Spectrometry

(2009) Tomoyoshi Soga et al.   ANALYTICAL CHEMISTRY

Multiway modeling and analysis in stem cell systems biology

(2008) Bulent Yener et al.   BMC Systems Biology