Microarray-Based Cancer Prediction Using Single-Gene Ensemble Classifier. - Ziyi Yang; Yanqiong Ren; Hui Zhang 032; Yong Liang 001 (IScIDE, 2018)

Robust Sparse Logistic Regression With the Lq (0 < q < 1) Regularization for Feature Selection Using Gene Expression Data. - Ziyi Yang; Yong Liang 001; Hui Zhang 032; Hua Chai; Bowen Zhang 005; Cheng Peng 003 (IEEE Access, 2018)

MSPL: Multimodal Self-Paced Learning for Multi-Omics Feature Selection and Data Integration. - Ziyi Yang; Liang-Yong Xia; Hui Zhang 032; Yong Liang 001 (IEEE Access, 2019)

Approximate Message Passing Algorithm for Nonconvex Regularization. - Hui Zhang 032; Hai Zhang 001; Yong Liang 001; Ziyi Yang; Yanqiong Ren (IEEE Access, 2019)

Improved Prediction of Drug-Target Interactions Using Self-Paced Learning with Collaborative Matrix Factorization. - Liang-Yong Xia; Ziyi Yang; Hui Zhang 032; Yong Liang 001 (J. Chem. Inf. Model., 2019)

A Genotype-Based Ensemble Classifier System for Non-Small-Cell Lung Cancer. - Yanqiong Ren; Ziyi Yang; Hui Zhang 032; Yong Liang 001; Hai-Hui Huang; Hua Chai (IEEE Access, 2020)

Novel Regularization Method for Biomarker Selection and Cancer Classification. - Xiao-Ying Liu 003; Sai Wang; Hai Zhang 001; Hui Zhang 032; Ziyi Yang; Yong Liang 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

SMSPL: Robust Multimodal Approach to Integrative Analysis of Multiomics Data. - Ziyi Yang; Naiqi Wu; Yong Liang 001; Hui Zhang 032; Yanqiong Ren (IEEE Trans. Cybern., 2022)

UAMPnet: Unrolled approximate message passing network for nonconvex regularization. - Hui Zhang 032; Shoujiang Li; Yong Liang 001; Hai Zhang 001; Mengmeng Du (Expert Syst. Appl., 2023)

Controlled variable selection with nonconvex regularization for identifying biomarkers. - Shoujiang Li; Hui Zhang 032; Yong Liang 001 (Biomed. Signal Process. Control., 2024)