1. Mobility-Based Anomaly Detection Open Access Author: Xin, Yanan Title: Mobility-Based Anomaly Detection Graduate Program: Geography Keywords: Mobility AnalysisAnomaly DetectionSpatial Data MiningDeep LearningMachine Learning File: Download Doctoral_Dissertation_Xin.pdf Committee Members: Alan M Mac Eachren, Dissertation Advisor/Co-AdvisorAlan M Mac Eachren, Committee Chair/Co-ChairManzhu Yu, Committee MemberJustine Blanford, Committee MemberXiaolong (Luke) Zhang, Outside MemberCynthia Ann Brewer, Program Head/Chair