1. Packet Inspection for Application Classification and Intrusion Detection Open Access Author: Wang, Jisheng Title: Packet Inspection for Application Classification and Intrusion Detection Graduate Program: Electrical Engineering Keywords: Polymorphic WormsVoice over IPData DigestingApplication ClassificationIntrusion Detection SystemNetwork Anomaly Detection File: Download PhD_Dissertation_Jisheng_Wang.pdf Committee Members: David Jonathan Miller, Committee Chair/Co-ChairGeorge Kesidis, Committee Chair/Co-ChairNirmal K Bose, Committee MemberPrasenjit Mitra, Committee Member
2. High Order Joint Source Channel Decoding and Conditional Entropy Encoding: Novel Bridging Techniques between Performance and Complexity Open Access Author: Wang, Yu-wei Title: High Order Joint Source Channel Decoding and Conditional Entropy Encoding: Novel Bridging Techniques between Performance and Complexity Graduate Program: Electrical Engineering Keywords: high orderjoint source channel decodingMarkov modelreduced complexitybridging techniquesovercome model overfitting problem File: Download mythesis.pdf Committee Members: David Jonathan Miller, Committee Chair/Co-ChairJohn F Doherty, Committee MemberJohn Metzner, Committee MemberNatarajan Gautam, Committee Member
3. HIV-associated Neuropathic Pain Classification of MRI Brain Images Open Access Author: Wang, Dongzhe Title: HIV-associated Neuropathic Pain Classification of MRI Brain Images Graduate Program: Electrical Engineering Keywords: HIVneuropathic painMRImedical imagingsupport vector machinesfeature extractionrecursive feature elimination File: Download SP14_MS_Thesis_Dongzhe_Wang.pdf Committee Members: David Jonathan Miller, Thesis Advisor/Co-Advisor
4. Parsimonious Model Selection Based on Bayesian Information Criterion and a Mixture-based Hybrid Model on Image Classification Open Access Author: Wang, Hang Title: Parsimonious Model Selection Based on Bayesian Information Criterion and a Mixture-based Hybrid Model on Image Classification Graduate Program: Electrical Engineering Keywords: Mixture ModelTransfer LearningCNN File: Download thesis_Hang_Wang.pdf Committee Members: David Jonathan Miller, Thesis Advisor/Co-AdvisorConstantino Manuel Lagoa, Committee Member