4 citations · 8 across the 4 of their papers we have counts for
8 papers
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness
Xuan Bi, Gediminas Adomavicius, William Li +1
Due to accessible big data collections from consumers, products, and stores, advanced sales forecasting capabilities have drawn great attention from many companies especially in th…
Dynamic Tensor Recommender Systems
Yanqing Zhang, Xuan Bi, Niansheng Tang +1
Recommender systems have been extensively used by the entertainment industry, business marketing and the biomedical industry. In addition to its capacity of providing preference-ba…
Multicategory Angle-based Learning for Estimating Optimal Dynamic Treatment Regimes with Censored Data
Fei Xue, Yanqing Zhang, Wenzhuo Zhou +2
An optimal dynamic treatment regime (DTR) consists of a sequence of decision rules in maximizing long-term benefits, which is applicable for chronic diseases such as HIV infection…
Individualized Multilayer Tensor Learning with An Application in Imaging Analysis
Xiwei Tang, Xuan Bi, Annie Qu
This work is motivated by multimodality breast cancer imaging data, which is quite challenging in that the signals of discrete tumor-associated microvesicles (TMVs) are randomly di…
Integrating multi-source block-wise missing data in model selection
Fei Xue, Annie Qu
For multi-source data, blocks of variable information from certain sources are likely missing. Existing methods for handling missing data do not take structures of block-wise missi…
Community Detection with Dependent Connectivity
Yubai Yuan, Annie Qu
In network analysis, within-community members are more likely to be connected than between-community members, which is reflected in that the edges within a community are intercorre…