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Xiao-Ying Liu

Macau University of Science and Technology

10

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131

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Novel regularization method for biomarker selection and cancer classification

2019 IEEE/ACM Transactions on Computational Biology and Bioinformatics
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A Hybrid Genetic Algorithm With Wrapper-Embedded Approaches for Feature Selection

2018 IEEE Access
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Feature Selection and Cancer Classification via Sparse Logistic Regression with the Hybrid L1/2 +2 Regularization.

2016 PLOS ONE
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Cancer survival analysis using semi-supervised learning method based on Cox and AFT models with L1/2 regularization

2016 BMC Medical Genomics
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Network-Based Logistic Classification with an Enhanced L 1/2 Solver Reveals Biomarker and Subnetwork Signatures for Diagnosing Lung Cancer.

2015 BioMed Research International
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Application of L1/2 regularization logistic method in heart disease diagnosis

2014 Bio-medical Materials and Engineering
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Adaptive L₁/₂ shooting regularization method for survival analysis using gene expression data.

2013 The Scientific World Journal
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Citations (4)