Compositional segmentation of time series in the financial markets. - Yi Yin; Pengjian Shang; Jianan Xia (Appl. Math. Comput., 2015)

Traffic signals analysis using qSDiff and qHDiff with surrogate data. - Mengjia Xu; Pengjian Shang; Jianan Xia (Commun. Nonlinear Sci. Numer. Simul., 2015)

Permutation and weighted-permutation entropy analysis for the complexity of nonlinear time series. - Jianan Xia; Pengjian Shang; Jing Wang; Wenbin Shi (Commun. Nonlinear Sci. Numer. Simul., 2016)

TCMPR: TCM Prescription recommendation based on subnetwork term mapping and deep learning. - Xin Dong; Yi Zheng; Zixin Shu; Kai Chang; Dengying Yan; Jianan Xia; Qiang Zhu; Kunyu Zhong; Xinyan Wang 002; Kuo Yang; Xuezhong Zhou (BIBM, 2021)

DRONet: effectiveness-driven drug repositioning framework using network embedding and ranking learning. - Kuo Yang; Yuxia Yang; Shuyue Fan; Jianan Xia; Qiguang Zheng; Xin Dong; Jun Liu; Qiong Liu; Lei Lei; Yingying Zhang; Bing Li; Zhuye Gao; et al. (Briefings Bioinform., 2023)

Dynamic Feature Fusion Based on Consistency and Complementarity of Brain Atlases. - Qiye Lin; Jiaqi Zhao; Ruiwen Fan; Xuezhong Zhou; Jianan Xia (PRCV (15), 2024)

KDGene: knowledge graph completion for disease gene prediction using interactional tensor decomposition. - Xinyan Wang 002; Kuo Yang; Ting Jia; Fanghui Gu; Chongyu Wang; Kuan Xu; Zixin Shu; Jianan Xia; Qiang Zhu; Xuezhong Zhou (Briefings Bioinform., 2024)

Deep representation learning from electronic medical records identifies distinct symptom based subtypes and progression patterns for COVID-19 prognosis. - Qiguang Zheng; Qifan Shen; Zixin Shu; Kai Chang; Kunyu Zhong; Yuhang Yan 004; Jia Ke; Jingjing Huang; Rui Su; Jianan Xia; Xuezhong Zhou (Int. J. Medical Informatics, 2024)

DAPNet: multi-view graph contrastive network incorporating disease clinical and molecular associations for disease progression prediction. - Haoyu Tian; Xiong He; Kuo Yang; Xinyu Dai; Yiming Liu; Fengjin Zhang; Zixin Shu; Qiguang Zheng; Shihua Wang; Jianan Xia; Tiancai Wen; Baoyan Liu; et al. (BMC Medical Informatics Decis. Mak., 2024)

Cross-modal alignment and contrastive learning for enhanced cancer survival prediction. - Tengfei Li; Xuezhong Zhou; Jingyan Xue; Lili Zeng; Qiang Zhu; Ruiping Wang; Haibin Yu; Jianan Xia (Comput. Methods Programs Biomed., 2025)