Publications by authors named "Jigen Luo"

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A stable feature selection method based on majority voting and SHAP for high-dimensional metabolomics data.
Zixuan Liu, Jianqiang Du, Jigen Luo, Yang Yuan, Qiang Huang

Comput Methods Programs Biomed· February 2026

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Process parameter optimization model for tablet compression based on random forest and proximal policy optimization algorithm.
Jianqiang Du, Ting Wang, Weifeng Zhu, Yicheng Fei, Pengdi Cui, Jigen Luo

Int J Pharm· December 2025

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A Stability-Oriented Biomarker Selection Framework Synergistically Driven by Robust Rank Aggregation and L1-Sparse Modeling.
Jigen Luo, Jianqiang Du, Jia He, Qiang Huang, Zixuan Liu

Metabolites· December 2025

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Research on the application of dynamic weighted KNN with preprocessing based on a normal distribution in metabolomics data imputation.
Yang Yuan, Jianqiang Du, Yanchen Zhu, Jigen Luo, Qiang Huang

Comput Biol Chem· November 2025

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An optimized method for dose-effect prediction of traditional Chinese medicine based on 1D-ResCNN-PLS.
Wangping Xiong, Jiasong Pan, Zhaoyang Liu, Jianqiang Du, Yimin Zhu, Jigen Luo

Comput Methods Biomech Biomed Engin· October 2024

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Hybrid mRMR and multi-objective particle swarm feature selection methods and application to metabolomics of traditional Chinese medicine.
Mengting Zhang, Jianqiang Du, Bin Nie, Jigen Luo, Ming Liu

PeerJ Comput Sci· May 2024

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Discrimination of missing data types in metabolomics data based on particle swarm optimization algorithm and XGBoost model.
Yang Yuan, Jianqiang Du, Jigen Luo, Yanchen Zhu, Qiang Huang

Sci Rep· January 2024

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Dose-effect relationship analysis of TCM based on deep Boltzmann machine and partial least squares.
Wangping Xiong, Yimin Zhu, Qingxia Zeng, Jianqiang Du, Kaiqi Wang, Jigen Luo

Math Biosci Eng· June 2023

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Traditional Chinese Medicine Text Similarity Calculation Model Based on the Bidirectional Temporal Siamese Network.
Jigen Luo, Wangping Xiong, Jianqiang Du, Yingfeng Liu, Jianwen Li

Evid Based Complement Alternat Med· November 2021

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Research on Hybrid Feature Selection Method Based on Iterative Approximation Markov Blanket.
Canyi Huang, Keding Li, Jianqiang Du, Bin Nie, Guoliang Xu, Jigen Luo

Comput Math Methods Med· March 2021

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