1. RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING Open Access Author: Chen, Cheng Bang Title: RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING Graduate Program: Industrial Engineering Keywords: Recurrence AnalysisNonlinear DynamicsPattern-Frequency TreeNetwork ScienceSpace-Filling CurveComplex systemHealthcareManufacturing File: Download phd_thesis_chengbang_final.pdf Committee Members: Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-AdvisorSoundar Rajan Tirupatikumara, Committee Chair/Co-ChairSaurabh Basu, Committee MemberBharath Kumar Sriperumbudur, Outside MemberHui Yang, Dissertation Advisor/Co-AdvisorHui Yang, Committee Chair/Co-ChairLing Rothrock, Program Head/Chair
2. Explore the Potential of Reinforcement Learning: Dosing Control and Sketch Generation Open Access Author: Wang, Haizhou Title: Explore the Potential of Reinforcement Learning: Dosing Control and Sketch Generation Graduate Program: Industrial Engineering Keywords: Reinfocement LearningHeparin Dosing ControlSketch GenerationData-Driven MethodQ-LearningContinuous Action SpaceAttribute Selection File: Download Wang_Thesis_Final_v2.pdf Committee Members: Hui Yang, Thesis Advisor/Co-AdvisorLing Rothrock, Program Head/ChairHui Zhao, Committee MemberPeng Liu, Committee Member
3. Data Fusion for Quality Monitoring and Degradation Modeling of Complex Systems Open Access Author: Wei, Yupeng Title: Data Fusion for Quality Monitoring and Degradation Modeling of Complex Systems Graduate Program: Industrial Engineering Keywords: data fusionadditive manufacturingdegradation modelingfault detectiondeep learning File: Download Dissertation_Yupeng_Wei.pdf Committee Members: Janis Terpenny, Dissertation Advisor/Co-AdvisorJanis Terpenny, Committee Chair/Co-ChairHui Yang, Committee MemberSaurabh Basu, Committee MemberConrad Tucker, Outside MemberDazhong Wu, Special MemberLing Rothrock, Program Head/Chair
4. Understanding Employee Attrition Using Explainable AI Open Access Author: Sabbineni, Navya Title: Understanding Employee Attrition Using Explainable AI Graduate Program: Industrial Engineering Keywords: Explainable AI File: Download Navya_Thesis_FinalVersion.pdf Committee Members: Soundar Rajan Tirupatikumara, Thesis Advisor/Co-AdvisorLing Rothrock, Program Head/ChairHui Yang, Committee MemberLing Rothrock, Committee Member
