1. Semisupervised Active Learning and Group Anomaly Detection with Unknown or Label-Scarce Categories Open Access Author: Qiu, Zhicong Title: Semisupervised Active Learning and Group Anomaly Detection with Unknown or Label-Scarce Categories Graduate Program: Electrical Engineering Keywords: Active learning (AL)cross entropyinductive biaslogistic regressionp-valuerare classesregularizationsemisupervised learning (SL).Active learningcross entropyinductive biaslogistic regressionp-valuerare classesregularizationsemi-supervised learninggroup anomaly detectionnetwork intrusion detectionGaussian mixture modelBonferroni approximation File: Download Comp.pdf Committee Members: David Jonathan Miller, Dissertation Advisor/Co-AdvisorDavid Jonathan Miller, Committee Chair/Co-ChairJohn F Doherty, Committee MemberGeorge Kesidis, Committee MemberSencun Zhu, Outside Member
