1. Pattern Recognition using Symbolic Dynamic Filtering Open Access Author: Subbu, Aparna Title: Pattern Recognition using Symbolic Dynamic Filtering Graduate Program: Electrical Engineering Keywords: Symbolic dynamicsAnalytic signalMarkov modelingPattern recognitionImage understandingAnomaly Detection File: Download Aparna_Dissertation.pdf Committee Members: Asok Ray, Dissertation Advisor/Co-AdvisorConstantino Manuel Lagoa, Committee Chair/Co-ChairShashi Phoha, Committee Chair/Co-ChairAsok Ray, Committee MemberJeffrey Scott Mayer, Committee MemberAlok Sinha, Committee Member
2. Collaboration and Pattern Recognition in Distributed Sensor Networks: A statistical mechanics based approach Open Access Author: Srivastav, Abhishek Title: Collaboration and Pattern Recognition in Distributed Sensor Networks: A statistical mechanics based approach Graduate Program: Mechanical Engineering Keywords: Symbolic dynamicsStatistical mechanicsInformation gainMarkov random fieldsSensor networksAnomaly detectionProbabilisitc finite state automata File: Download AbhishekSrivastav_PhDDissertation_11222009.pdf Committee Members: Asok Ray, Dissertation Advisor/Co-AdvisorAsok Ray, Committee Chair/Co-ChairAlok Sinha, Committee MemberShashi Phoha, Committee MemberMark Levi, Committee Member