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  • IT 842: Models of Probabilistic Reasoning

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with SYST 842 OR 842 Survey of alternative views about how incomplete, inconclusive, and possibly unreliable evidence might be evaluated and combined. Discusses Bayesian, Baconian, Shafer-Dempster, and Fuzzy systems for probabilistic reasoning. Prerequisites STAT 544 or OR 681, or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 843: Multivariable and Robust Control

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with ECE 720 Eigenstructure assignment for multivariable systems, the Smith- McMillan form, internal stability, modeling system uncertainty, performance specifications and principal gains, parametrization of controllers, loop shaping and loop transfer recovery, and the H methodology. Prerequisites ECE 620, or permission of instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 844: Advanced Pattern Recognition

    3.00 Credits
    George Mason University

    Credits: 3 Course covers model selection, statistical learning theory, structural risk minimization, support vector machine and regression, semisupervised learning and transduction, change detection, and mixtures of experts such as AdaBoost. Applications related to link analysis for social networks and forensics, collaborative filtering and recommendation systems, and document analysis. Prerequisites CS 688 or permission of the instructor. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 845: High-Frequency Electronics

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with ECE 780 Study of devices and circuits used in highspeed communication systems. Topics include microwave bipolar transistors, GaAs MOSFETs, and high-speed integrated circuits, and design of linear and power amplifiers using S-parameter techniques and computer simulation. Prerequisites ECE 520 Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 846: Nonlinear Systems

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with ECE 721 Nonlinear dynamical systems. Motivating examples. Analysis techniques include basic fixed point theory, implicit function theorem, dependence of trajectories on initial data and parameters. Also covers computational simulation techniques; stability theory, including Lyapunov's direct method; and nonlinear control systems input-output stability, absolute stability, and strong positive real transfer functions. Includes feedback linearization of nonlinear systems; nonlinear canonical forms; nonlinear decoupling; sliding control; and applications to adaptive control, neural networks, and robotics. Prerequisites ECE 521 Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 847: Topics in Photonics

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with ECE 847 In-depth discussion of specific topics in photonics. Topics include optical storage (disks, holographic, 3D), digital optical computing, integrated optics, photonic switching networks, and optoelectronic devices. Prerequisites ECE 565 or permission of instructor. Notes May be repeated when covering different topics. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 848: Digital Video Communications

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with ECE 743 Coding, transport, and modeling of digital video signals; digital coding of waveforms with emphasis on compression techniques for video signals; transform coding including DCT and rate distortion theory for images; subband/wavelet coding of images; treatment of video signals for different television formats; colorimetry and motion estimation/compensation; general characterization of video traffic; modeling of variable bit rate video codecs; transport protocols for video and multimedia; network-delay compensation for video over ATM; VBR video flow control; and discussion of applications such as HDTV/TV over ATM, digital HDTV for terrestrial broadcast, and videoconferencing/desktop multimedia over LAN/WAN. Prerequisites ECE 535 and 642 Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 850: Systems Integration Engineering

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with SYST 850 Covers lifecycles; large systems composed of heterogeneous components; human, organizational, and technological basis for integration; societal and cultural basis; conceptual frameworks; structure, function, and purpose of industry; risk management; user requirements and functional specifications; bid and proposal process; systems integration and federal government; standards; integration of systems and federations of systems; integrated process and product development; architectures; systems management and cost estimation; reengineering; quality management; increasing returns to scale, network effects, and path dependency issues; and systems integration ecology and evolutionary systems integration. Prerequisites SYST 510 or 520 Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 851: Seminar:Topics in Software Requirements

    3.00 Credits
    George Mason University

    Credits: 3 Emphasizes latest research ideas in requirements engineering domain. Discusses state-of-the-art and state-of-the-practice. Focuses on most critical problems and discusses how resolutions might further the requirements research knowledge base and enhance quality and productivity of real software and system developments in industry. Prerequisites SWE 620 or 624, or CS 624 Notes May be repeated when topic is different. Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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  • IT 852: Graphical Real-Time Simulation

    3.00 Credits
    George Mason University

    Credits: 3 Cross-Listed with CS 852 Current research in advanced computer graphics and its applications in realistic real-time simulations. Topics include physically based modeling, real-time simulation, distributed interactive simulation (DIS), network virtual environments (NVE), and virtual reality (VR). Prerequisites CS 652 or IT 875 Hours of Lecture or Seminar per week 3 Hours of Lab or Studio per week 0
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