Self-Organizing Feature Map Based Data Mining. - Shangming Yang; Zhang Yi 001 (ISNN (1), 2004)

Fast ICA for Online Cashflow Analysis. - Shangming Yang; Zhang Yi 001 (ISNN (2), 2005)

Gradient Algorithm for Nonnegative Independent Component Analysis. - Shangming Yang (ISNN (1), 2006)

A hierarchical intrusion detection model based on the PCA neural networks. - Guisong Liu; Zhang Yi 001; Shangming Yang (Neurocomputing, 2007)

Convergence Analysis of Non-Negative Matrix Factorization for BSS Algorithm. - Shangming Yang; Zhang Yi 001 (Neural Process. Lett., 2010)

Multistability of α-divergence based NMF algorithms. - Shangming Yang; Mao Ye 001 (Comput. Math. Appl., 2012)

Shadow compensation and illumination normalization of face image. - Haiyang Wang; Mao Ye 001; Shangming Yang (Mach. Vis. Appl., 2013)

Global Minima Analysis of Lee and Seung's NMF Algorithms. - Shangming Yang; Mao Ye 001 (Neural Process. Lett., 2013)

Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization. - Shangming Yang; Zhang Yi 001; Mao Ye 001; Xiaofei He 001 (IEEE Trans. Knowl. Data Eng., 2014)

A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering. - Shangming Yang; Zhang Yi 001; Xiaofei He 001; Xuelong Li 001 (IEEE Trans. Image Process., 2015)

A Supervised Learning Framework for Prediction of Incompatible Herb Pair in Traditional Chinese Medicine. - Jiajing Zhu; Yongguo Liu; Shangming Yang; Shuangqing Zhai; Zhang Yi 001; Chuanbiao Wen (CIKM, 2018)

A Bidirectional Deep Manifold Model for Image Representation. - Shangming Yang; Yongguo Liu; Qiaoqing Li (FSDM, 2018)

Cycle-Consistent Domain Adaptive Faster RCNN. - Dan Zhang; Jingjing Li 001; Lin Xiong; Lan Lin; Mao Ye 001; Shangming Yang (IEEE Access, 2019)

IHPreten: A novel supervised learning framework with attribute regularization for prediction of incompatible herb pair in traditional Chinese medicine. - Jiajing Zhu; Yongguo Liu; Yun Zhang 019; Zhi Chen 014; Qiaoqin Li; Shangming Yang; Xiaofeng Liu; Shuangqing Zhai; Yi Zhang; Chuanbiao Wen (Neurocomputing, 2019)

Exploiting Linear Manifold Features With Parts-Based Representation in Various Scenes. - Qiaoqin Li; Yongguo Liu; Shangming Yang (IEEE Access, 2020)

Unsupervised Feature Selection via Multi-step Markov Transition Probability. - Yan Min; Mao Ye 001; Liang Tian; Yulin Jian; Ce Zhu; Shangming Yang (CoRR, 2020)

A no self-edge stochastic block model and a heuristic algorithm for balanced anti-community detection in networks. - Jiajing Zhu; Yongguo Liu; Hao Wu; Zhi Chen 014; Yun Zhang 019; Shangming Yang; Changhong Yang; Wen Yang; Xindong Wu 001 (Inf. Sci., 2020)

Non-negative Matrix Factorization with Symmetric Manifold Regularization. - Shangming Yang; Yongguo Liu; Qiaoqin Li; Wen Yang; Yi Zhang; Chuanbiao Wen (Neural Process. Lett., 2020)

Attention guided neural network models for occluded pedestrian detection. - Tengtao Zou; Shangming Yang; Yun Zhang; Mao Ye 001 (Pattern Recognit. Lett., 2020)

SFE-Net: EEG-based Emotion Recognition with Symmetrical Spatial Feature Extraction. - Xiangwen Deng; Junlin Zhu; Shangming Yang (ACM Multimedia, 2021)

A novel hybrid augmented loss discriminator for text-to-image synthesis. - Yan Gan; Mao Ye 001; Dan Liu; Shangming Yang; Tao Xiang 001 (Int. J. Intell. Syst., 2021)

Unsupervised feature selection via multi-step markov probability relationship. - Yan Min; Mao Ye 001; Liang Tian; Yulin Jian; Ce Zhu; Shangming Yang (Neurocomputing, 2021)

Learning Manifold Structures With Subspace Segmentations. - Shangming Yang; Lei Zhang 005; Xiaofei He 001; Zhang Yi 001 (IEEE Trans. Cybern., 2021)

EEG-based Emotion Recognition with Spatial and Functional Brain Mapping of CNS and PNS Signals. - Zhiyao Cen; Xiangwen Deng; Hengjie Zheng; Jianing Zhao; Anjie Jin; Chentao Fu; Tianqi Wang; Shangming Yang; Jingdian Yang (CoRR, 2022)

An Automatic Classification Framework using Multi-Modal Deep Learning for Lung Diseases. - Abobaker Mohammed Qasem Farhan; Shangming Yang; Abdulrahman Q. S. Al-Malahi (ICBIP, 2023)

MCLSG:Multi-modal classification of lung disease and severity grading framework using consolidated feature engineering mechanisms. - Abobaker Mohammed Qasem Farhan; Shangming Yang; Abdulrahman Q. S. Al-Malahi; Mugahed A. Al-antari (Biomed. Signal Process. Control., 2023)

A motion recognition model for upper-limb rehabilitation exercises. - Qiaoqin Li; Yongguo Liu; Jiajing Zhu; Zhi Chen 014; Lang Liu; Shangming Yang; Juan Li; Rongjiang Jin; Jing Tao; Lidian Chen (J. Ambient Intell. Humaniz. Comput., 2023)

HIFINet: Examination-Diagnosis-Treatment Hierarchical Feedback Interaction Network for Medication Recommendation. - Hengjie Zheng; Yongguo Liu; Shangming Yang; Yun Zhang 019; Jiajing Zhu; Zhi Chen 014 (Neural Process. Lett., 2024)