Da Xu

Assistant Professor, Information Systems (IS)
Email: da.xu@csulb.edu
Campus Phone: 562.985.8995
Office: COB-427 (Hours)

Predictive Analytics, Social Media Analysis, Health Informatics, Information Deficiency, Business Intelligence, and Data Mining

Master, School of Management, University of Science and Technology of China, 2014
Major/Concentration: Management Science and Engineering
Bachelor, Zhejiang University of Finance & Economics, 2011
Major/Concentration: Management Information Systems

Academic

"A Deep Learning-based Imputation Method to Enhance Crowdsourced Data on Online Business Directory Platforms for Improved Services", Journal of Management Information Systems , Mar-2023
"A deep learning–based, unsupervised method to impute missing values in electronic health records for improved patient management", Journal of Biomedical Informatics, Nov-2020
"A Deep Learning Based Unsupervised Method to Impute Missing Values in Patient Records for Improved Management of Cardiovascular Patients", IEEE Journal of Biomedical and Health Informatics, Oct-2020
"Predicting hepatocellular carcinoma recurrences: A data-driven multiclass classification method incorporating latent variables", Journal of Biomedical Informatics, Aug-2019

"“A Multilabel Graph Attention-based Method to Predict Deterioration Paths for Chronic Hepatitis B Patients” ", INFORMS , Oct-2022
"“A Transfer Learning-based Approach to Predict Hepatocellular Carcinoma Recurrences: Method and Evaluation”", International Public Health and Community Medicine Research Conference , Oct-2022
"“Reconstructing User Mobility Profile from Online Social Network Data to Support Location-Aware Services", INFORMS , Dec-2019
"Predicting Hepatocellular Carcinoma Recurrences: A Data-Driven Multiclass Classification Method Incorporating Latent Variables", INFORMS (Annual Meeting) , Dec-2018
"I Know Where You Are: A Deep Learning Approach to Predict Location for Personalized Mobile Targeting", Workshop on Information Technologies and Systems (WITS) , Dec-2018
"A Network-based Inference Model for Estimating Missing Attributes", INFORMS (Annual Meeting) , Dec-2016
"Modeling Human Mobility from Geographical and Social Networks", INFORMS (Annual Meeting) , Dec-2015