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Plos One|May 25, 2021
Unsupervised tensor decomposition-based method to extract candidate transcription factors as histone modification bookmarks in post-mitotic transcriptional reactivationY-H Taguchi, Turki TurkiBMC Bioinformatics|December 19, 2024
Novel artificial intelligence-based identification of drug-gene-disease interaction using protein-protein interactionY-H Taguchi, Turki TurkiFrontiers in Artificial Intelligence|September 18, 2023
Application note: TDbasedUFE and TDbasedUFEadv: bioconductor packages to perform tensor decomposition based unsupervised feature extractionY-H Taguchi, Turki TurkiPlos One|September 29, 2022
Projection in genomic analysis: A theoretical basis to rationalize tensor decomposition and principal component analysis as feature selection toolsY-H Taguchi, Turki TurkiScientific Reports|October 19, 2022
Adapted tensor decomposition and PCA based unsupervised feature extraction select more biologically reasonable differentially expressed genes than conventional methodsY-H Taguchi, Turki TurkiFrontiers in Genetics|October 15, 2019
Tensor Decomposition-Based Unsupervised Feature Extraction Applied to Single-Cell Gene Expression AnalysisY-H Taguchi, Turki TurkiGenes|June 24, 2022
Integrated Analysis of Tissue-Specific Gene Expression in Diabetes by Tensor Decomposition Can Identify Possible Associated DiseasesY-H Taguchi, Turki TurkiPolymers|December 10, 2021
Effects of Collagen-Glycosaminoglycan Mesh on Gene Expression as Determined by Using Principal Component Analysis-Based Unsupervised Feature ExtractionY-H Taguchi, Turki TurkiIEEE Journal of Selected Topics in Signal Processing|November 23, 2021
Application of Tensor Decomposition to Gene Expression of Infection of Mouse Hepatitis Virus Can Identify Critical Human Genes and Efffective Drugs for SARS-CoV-2 InfectionY-H Taguchi, Turki TurkiGenes|December 16, 2020
Tensor-Decomposition-Based Unsupervised Feature Extraction Applied to Prostate Cancer Multiomics DataY-H Taguchi, Turki TurkiPageof 10