A Splitting Criteria Based on Similarity in Decision Tree Learning. - Xinmeng Zhang; Shengyi Jiang (J. Softw., 2012)

Group decision method for internet public opinion emergency with linguistic preference. - Qiansheng Zhang; Xinmeng Zhang (FSKD, 2015)

区间值模糊环境下的不确定网络舆情突发事件应急决策方案优选方法 (Optimization Selection Method for Uncertain Internet Public Opinion Emergency Decision Plans under Interval-valued Fuzzy Environment). - Qiansheng Zhang; Bailin Xie; Xinmeng Zhang (计算机科学, 2015)

Efficient Community Detection Based on Label Propagation with Belonging Coefficient and Edge Probability. - Xinmeng Zhang; Yuefeng Li; Shengyi Jiang; Bailin Xie; Xia Li 007; Qiansheng Zhang; Meixiu Lu (SMP, 2016)

An Experimental Hybrid RF/FSO System Using Optical Heterodyne Method. - Ziqi Jiang; Zhiwen Sun; Qingsong Jia; Junda Chen; Xinmeng Zhang; Tianshu Wang; Chunyi Chen; Zhi Liu (ICAIT, 2018)

Turbulence Controllable Free Space Optical Time Division System based on Supercontinuum. - Zhiwen Sun; Junda Chen; Xinmeng Zhang; Ziqi Jiang; Peng Lin; Tianshu Wang; Chunyi Chen; Zhi Liu (ICAIT, 2018)

Deep Imputation of Temporal Data. - Chao Yan 004; Cheng Gao; Xinmeng Zhang; You Chen 001; Bradley A. Malin (ICHI, 2019)

XGBoost Imputation for Time Series Data. - Xinmeng Zhang; Chao Yan 004; Cheng Gao; Bradley A. Malin; You Chen 001 (ICHI, 2019)

Evaluation of Scholar's Contribution to Team Based on Weighted Co-author Network. - Xinmeng Zhang; Xinguang Li; Shengyi Jiang; Xia Li 007; Bolin Xie (ICPCSEE (1), 2019)

A Two-Stage Overlapping Community Detection Based on Structure and Node Attributes in Online Social Networks. - Xinmeng Zhang; Xinguang Li; Shengyi Jiang; Xia Li 007; Bolin Xie (HBAI@IJCAI, 2019)

Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. - Barrett Jones; Xinmeng Zhang; Bradley A. Malin; You Chen 001 (AMIA, 2020)

Predicting Missing Values in Medical Data Via XGBoost Regression. - Xinmeng Zhang; Chao Yan 004; Cheng Gao; Bradley A. Malin; You Chen 001 (J. Heal. Informatics Res., 2020)

Predicting Next-Day Discharge via Electronic Health Record Audit Logs. - Xinmeng Zhang; Chao Yan 004; Mayur B. Patel; Bradley A. Malin; You Chen 001 (AMIA, 2021)

CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning. - Ziqi Zhang 005; Chao Yan 004; Xinmeng Zhang; Steve Nyemba; Bradley A. Malin (AMIA, 2021)

Predicting next-day discharge via electronic health record access logs. - Xinmeng Zhang; Chao Yan 004; Bradley A. Malin; Mayur B. Patel; You Chen 001 (J. Am. Medical Informatics Assoc., 2021)

Inferring EHR Utilization Workflows through Audit Logs. - Xinmeng Zhang; Yuying Zhao; Chao Yan; Tyler Derr; You Chen (AMIA, 2022)

ResNet-BiGRU-Attention Based Facial Expression Analysis Model for a Humanoid Robot. - Yang Lu 003; Xiaojun Wu 001; Pengfei Liu; Wanting Liu; Xinmeng Zhang; Yixuan Hou (ICIRA (3), 2022)

How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study. - Xinmeng Zhang; Zhiyu Wan; Chao Yan 004; J. Thomas Brown; Weiyi Xia; Aris Gkoulalas-Divanis; Murat Kantarcioglu; Bradley A. Malin (PSD, 2022)

Fine-grained precise-bone age assessment by integrating prior knowledge and recursive feature pyramid network. - Yang Jia; Xinmeng Zhang; Hanrong Du; Weiguang Chen; Xiaohui Jin; Wei Qi; Bin Yang; Qiujuan Zhang; Zhi Wei 001 (EURASIP J. Image Video Process., 2022)

Forecasting the future clinical events of a patient through contrastive learning. - Ziqi Zhang 005; Chao Yan 004; Xinmeng Zhang; Steve Nyemba; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2022)

Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics. - Zhuohang Li; Chao Yan 004; Xinmeng Zhang; Gharib Gharibi; Zhijun Yin; Xiaoqian Jiang; Bradley A. Malin (CoRR, 2023)

Large language models are less effective at clinical prediction tasks than locally trained machine learning models. - Katherine E. Brown; Chao Yan 004; Zhuohang Li; Xinmeng Zhang; Benjamin X. Collins; You Chen 001; Ellen Wright Clayton; Murat Kantarcioglu; Yevgeniy Vorobeychik; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2025)