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電話

智慧型計算、人工智慧、生物資訊

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期刊論文：

英文著作

J Cia , ZJ Lee*, Z Lin, MR Yang, “A Novel SHAP-GAN Network for Interpretable Ovarian Cancer Diagnosis”, Mathematics, 13(5), 882.

Duyen Thi Do, Ming-Ren Yang, Tran Nam Son Vo, Nguyen Quoc Khanh Le, Yu-Wei Wu*, “Unitig-Centered Pan-Genome Machine Learning Approach for Predicting Antibiotic Resistance and Discovering Novel Resistance Genes in Bacterial Strains”, Computational and Structural Biotechnology Journal, 23:1864-1876, 2024.

ZJ Lee*, MR Yang, BJ Hwang (2024), A Sustainable Approach to Asthma Diagnosis: Classification with Data Augmentation, Feature Selection, and Boosting Algorithm, Diagnostics, 14(7), 723.

Ming-Ren Yang, Shun-Feng Su, and Yu-Wei Wu* (2023), “Using bacterial pan-genome-based feature selection approach to improve the prediction of minimum inhibitory concentration (MIC)”, Frontiers in Genetics, 14:1054032.

Ming-Ren Yang and Yu-Wei Wu* (2023), “A Cross-Validated Feature Selection approach for extracting the most parsimonious feature sets and discovering potential antimicrobial resistance (AMR) biomarkers”, Computational and Structural Biotechnology Journal, 21:769-779.

Duyen Thi Do, Ming-Ren Yang, Luu Ho Thanh Lam, Nguyen Quoc Khanh Le*, and Yu-Wei Wu* (2022), “Improving MGMT methylation status prediction of glioblastoma through optimizing radiomics features using genetic algorithm-based machine learning approach”, Scientific Reports, 12:13412.

Ming-Ren Yang and Yu-Wei Wu* (2022), “Enhancing predictions of antimicrobial resistance of pathogens by expanding the potential resistance gene repertoire using a pan-genome-based feature selection approach”, BMC Bioinformatics, 23:131.

Ming-Ren Yang, Zne-Jung Lee, Chou-Yuan Lee, Bin-Yu Peng, Hsiang Huang (2017), “An Intelligent Algorithm Based on Bacteria Foraging Optimization and Robust Fuzzy Algorithm to Analyze Asthma Data”, International Journal of Fuzzy Systems, 1-9.

中文著作

1. 楊明仁*、葉雅正、梁伊傑(2021),我國撞球學位論文研究主題探討,休 閒與社會研究第廿四期,12. 10.

2.李仁鐘、潘季豪、林辰諶、楊明仁(2014),企業對員工可攜式設備管理 之研究-以H公司為例,電腦科學與教育科技學刊vol4. 11.

3.楊明仁*、李秋緣、張力允、呂聰輝、林詩偉、李仁鐘(2012),模擬退火 法結合禁忌搜尋演算法求解協同配送問題,華岡工程學報