1. Towards Designing Accurate Detection Methods for Emerging Cyber Threats Open Access Author: Yuan, Lun Pin Title: Towards Designing Accurate Detection Methods for Emerging Cyber Threats Graduate Program: Computer Science and Engineering (PHD) Keywords: Anomaly DetectionCybersecurityMachine LearningDeep LearningCyberthreatsMalware File: Download lunpin_dissertation.pdf Committee Members: Peng Liu, Co-Chair of CommitteeG. Tan, Major Field MemberSencun Zhu, Chair & Dissertation AdvisorAnna Squicciarini, Outside Unit & Field MemberGuohong Cao, Major Field MemberChitaranjan Das, Program Head/Chair
2. Laboratory Earthquake Prediction using Deep Learning Open Access Author: Girkar, Vrushali Sanjay Title: Laboratory Earthquake Prediction using Deep Learning Graduate Program: Computer Science and Engineering (MS) Keywords: Machine LearningDeep LearningEarthquake PredictionTime-Series PredictionSupervised Regression ProblemAutomatic Feature Extraction File: Download Vrushali_Thesis.pdf Committee Members: Chitaranjan Das, Program Head/ChairDaniel Kifer, Thesis Advisor/Co-AdvisorC Lee Giles, Committee MemberParisa Shokouhi, Committee Member
3. Action classification for videos in sports Open Access Author: Dasari, Chandu Title: Action classification for videos in sports Graduate Program: Computer Science and Engineering (MS) Keywords: Computer VisionSports AnalyticsHuman Pose EstimationOpen PoseYoloV5Machine LearningDeep Learning File: Download Thesis_Chandu_Dasari.pdf Committee Members: Chitaranjan Das, Program Head/ChairMahanth Gowda, Thesis Advisor/Co-AdvisorMahmut Taylan Kandemir, Thesis Advisor/Co-AdvisorBhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor