已认证
2022年发表
- Projection in genomic analysis: A theoretical basis to rationalize tensor decomposition and principal component analysis as feature selection tools
- 作者: Y-h. Taguchi, Turki Turki
- 发表期刊: PLoS One
已认证
2022年发表
- Adapted tensor decomposition and PCA based unsupervised feature extraction select more biologically reasonable differentially expressed genes than conventional methods
- 作者: Y-h. Taguchi, Turki Turki
- 发表期刊: Scientific Reports
ORCID
2022年发表
- Slight changes can improve much for algorithms looking at gene expressions
- 作者: -
- 发表期刊: Open Access Government
已认证
2021年发表
- 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
- 作者: Y-H. Taguchi, Turki Turki
- 发表期刊: IEEE Journal of Selected Topics in Signal Processing
已认证
2021年发表
- Discriminating the Single-cell Gene Regulatory Networks of Human Pancreatic Islets: A Novel Deep Learning Application
- 作者: Turki Turki, Y-h. Taguchi
- 发表期刊: COMPUTERS IN BIOLOGY AND MEDICINE
已认证
2021年发表
- Mathematical formulation and application of kernel tensor decomposition based unsupervised feature extraction
- 作者: Y-h. Taguchi, Turki Turki
- 发表期刊: KNOWLEDGE-BASED SYSTEMS
已认证
2021年发表
- Identification of genes associated with altered gene expression and m6A profiles during hypoxia using tensor decomposition based unsupervised feature extraction
- 作者: Sanjiban Sekhar Roy, Y.-H. Taguchi
- 发表期刊: Scientific Reports
已认证
2021年发表
- Editorial: miRNAs and Neurological Diseases
- 作者: Hsiuying Wang, Y. H. Taguchi, Xianshuang Liu
- 发表期刊: Frontiers in Neurology
已认证
2021年发表
- Novel method for the prediction of drug-drug Interaction based on gene expression profiles
- 作者: Yh. Taguchi, Turki Turki
- 发表期刊: EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES
已认证
2021年发表
- Unsupervised tensor decomposition-based method to extract candidate transcription factors as histone modification bookmarks in post-mitotic transcriptional reactivation
- 作者: Y-h. Taguchi, Turki Turki
- 发表期刊: PLoS One