Y-h. Taguchi

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Topics

Tensor Decomposition

Regulatory Networks

Feature Extraction

Amyotrophic Lateral Sclerosis

Top Venues

Comput. Biol. Medicine

Publications

Turki Turki, Sanjiban Sekhar Roy, Y-h. Taguchi
Optimized Tensor Decomposition and Principal Component Analysis Outperforming State-of-the-Art Methods When Analyzing Histone Modification Chromatin Immunoprecipitation Profiles. Algorithms 16 (9) (2023)
Y-h. Taguchi, Turki Turki
Application note: TDbasedUFE and TDbasedUFEadv: bioconductor packages to perform tensor decomposition based unsupervised feature extraction. Frontiers Artif. Intell. 6 (2023)
Turki Turki, Y-h. Taguchi
GENEvaRX: A novel AI-driven method and web tool can identify critical genes and effective drugs for Lichen Planus. Eng. Appl. Artif. Intell. 124 (2023)
Turki Turki, Anmar Al-Sharif, Y-h. Taguchi
End-to-End Deep Learning for Detecting Metastatic Breast Cancer in Axillary Lymph Node from Digital Pathology Images. IDEAL (2021)
Turki Turki, Y-h. Taguchi
Discriminating the single-cell gene regulatory networks of human pancreatic islets: A novel deep learning application. Comput. Biol. Medicine 132 (2021)
Y-h. Taguchi, Turki Turki
Mathematical formulation and application of kernel tensor decomposition based unsupervised feature extraction. Knowl. Based Syst. 217 (2021)
Y-h. Taguchi, Turki Turki
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 Infection. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Turki Turki, Y-h. Taguchi
SCGRNs: Novel supervised inference of single-cell gene regulatory networks of complex diseases. Comput. Biol. Medicine 118 (2020)
Turki Turki, Y-h. Taguchi
Machine learning algorithms for predicting drugs-tissues relationships. Expert Syst. Appl. 127 (2019)
Y-h. Taguchi
Multiomics Data Analysis Using Tensor Decomposition Based Unsupervised Feature Extraction - -Comparison with DIABLO-. ICIC (1) (2019)
Y-h. Taguchi, Ka-Lok Ng
Tensor Decomposition-Based Unsupervised Feature Extraction for Integrated Analysis of TCGA Data on MicroRNA Expression and Promoter Methylation of Genes in Ovarian Cancer. BIBE (2018)
Y-h. Taguchi
Tensor decomposition-based and principal-component-analysis-based unsupervised feature extraction applied to the gene expression and methylation profiles in the brains of social insects with multiple castes. BMC Bioinform. (4) (2018)
Y-h. Taguchi
Principal Component Analysis-Based Unsupervised Feature Extraction Applied to Single-Cell Gene Expression Analysis. ICIC (2) (2018)
Y-h. Taguchi
Identification of Candidate Drugs for Heart Failure Using Tensor Decomposition-Based Unsupervised Feature Extraction Applied to Integrated Analysis of Gene Expression Between Heart Failure and DrugMatrix Datasets. ICIC (2) (2017)
Y-h. Taguchi
One-class Differential Expression Analysis using Tensor Decomposition-based Unsupervised Feature Extraction Applied to Integrated Analysis of Multiple Omics Data from 26 Lung Adenocarcinoma Cell Lines. BIBE (2017)
Y-h. Taguchi
Principal component analysis based unsupervised feature extraction applied to budding yeast temporally periodic gene expression. BioData Min. 9 (2016)
Y-h. Taguchi
microRNA-mRNA Interaction Identification in Wilms Tumor Using Principal Component Analysis Based Unsupervised Feature Extraction. BIBE (2016)
Hideki Uosaki, Y-h. Taguchi
Comparative Gene Expression Analysis of Mouse and Human Cardiac Maturation. Genom. Proteom. Bioinform. 14 (4) (2016)
Y-h. Taguchi, Mitsuo Iwadate, Hideaki Umeyama
Heuristic principal component analysis-based unsupervised feature extraction and its application to gene expression analysis of amyotrophic lateral sclerosis data sets. CIBCB (2015)
Y-h. Taguchi, Mitsuo Iwadate, Hideaki Umeyama
Principal component analysis-based unsupervised feature extraction applied to in silico drug discovery for posttraumatic stress disorder-mediated heart disease. BMC Bioinform. 16 (2015)
Y-h. Taguchi
Identification of aberrant gene expression associated with aberrant promoter methylation in primordial germ cells between E13 and E16 rat F3 generation vinclozolin lineage. BMC Bioinform. 16 (S18) (2015)
Hideaki Umeyama, Mitsuo Iwadate, Y-h. Taguchi
Spleen Tyrosine Kinase Inhibitor Screening by ChooseLD. Inf. Media Technol. 10 (4) (2015)
Y-h. Taguchi
Integrative Analysis of Gene Expression and Promoter Methylation during Reprogramming of a Non-Small-Cell Lung Cancer Cell Line Using Principal Component Analysis-Based Unsupervised Feature Extraction. ICIC (3) (2014)
Ryoichi Kinoshita, Mitsuo Iwadate, Hideaki Umeyama, Y-h. Taguchi
Genes associated with genotype-specific DNA methylation in squamous cell carcinoma as candidate drug targets. BMC Syst. Biol. 8 (S-1) (2014)
Yuuichi Nakano, Mitsuo Iwadate, Hideaki Umeyama, Y-h. Taguchi
Bacterial Type III Secretion System Effector Proteins are Distinct between Plant Symbiotic, Plant Pathogenic and Animal Pathogenic Bacteria. Inf. Media Technol. 9 (1) (2014)
Y-h. Taguchi
MicroRNA-mediated regulation of target genes in several brain regions is correlated to both microRNA-targeting-specific promoter methylation and differential microRNA expression. BioData Min. 6 (2013)
Shigeharu Ishida, Hideaki Umeyama, Mitsuo Iwadate, Y-h. Taguchi
Structure Prediction with FAMS for Proteins Screened Critically to Autoimmune Diseases based upon Bioinformatics. BIOINFORMATICS (2013)
Y-h. Taguchi
Possible miRNA Coregulation of Target Genes in Brain Regions by Both Differential miRNA Expression and miRNA-Targeting-Specific Promoter Methylation. ICIC (3) (2013)
Y-h. Taguchi
Inference of Target Gene Regulation via miRNAs during Cell Senescence by Using the MiRaGE Server. ICIC (3) (2012)
Ryoichi Kinoshita, Y-h. Taguchi
Tissue specific methylation and genotype. BIBM Workshops (2011)
Hiromu Mogi, Y-h. Taguchi
Protein binding prediction using non-metric multidimensional scaling method. BIBM Workshops (2011)
Y-h. Taguchi, Akira Okamoto
Principal component analysis for bacterial proteomic analysis. BIBM Workshops (2011)
Masato Yoshizawa, Y-h. Taguchi
Gene expression regulation during differentiation from murine ES cells due to microRNA. BIBM Workshops (2011)
Yuichi Nakano, Y-h. Taguchi
Feature extraction for discriminance of symbiotic/parasitic bacterial type III effector protein using principal component analysis. BIBM Workshops (2011)
Ryota Doi, Y-h. Taguchi
The analysis of DNA shuffling by nMDS. BIBM Workshops (2011)
Y-h. Taguchi, M. Michael Gromiha
Gene Ontology term prediction based upon amino acid occurrence. IJCNN (2008)
Y-h. Taguchi, M. Michael Gromiha
Application of amino acid occurrence for discriminating different folding types of globular proteins. BMC Bioinform. 8 (2007)
Y-h. Taguchi, Y. Oono
Relational patterns of gene expression via non-metric multidimensional scaling analysis. Bioinform. 21 (6) (2005)