1. pattern discovery: a progressive visual analytic system design to support categorical data analysis Open Access Author: Liu, Yan Title: pattern discovery: a progressive visual analytic system design to support categorical data analysis Graduate Program: Industrial Engineering Keywords: visual analytics; progressive visualization; pattern discovery; File: Download YanLiu_MS_Thesis.pdf Committee Members: Ling Rothrock, Thesis Advisor/Co-AdvisorXiaolong Zhang, Thesis Advisor/Co-Advisor
2. DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE Open Access Author: Liu, Ning Title: DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE Graduate Program: Industrial Engineering Keywords: Data-Driven ModelingInterpretable Machine LearningHealthcare AnalyticsDrug-Drug InteractionsPatient Satisfaction File: Download NingLiu-Dissertation-FinalVersion.pdf Committee Members: Soundar Kumara, Dissertation Advisor/Co-AdvisorSoundar Kumara, Committee Chair/Co-ChairGuodong Pang, Committee MemberEunhye Song, Committee MemberTerry Harrison, Outside MemberLing Rothrock, Program Head/Chair