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Filtering by: Creator Constantinescu, Corina D. Remove constraint Creator: Constantinescu, Corina D. Degree Field Computer Science Remove constraint Degree Field: Computer Science

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  • Methods for cost-sensitive learning

    Creator:
    Margineantu, Dragos D.
    Abstract:
    Many approaches for achieving intelligent behavior of automated (computer) systems involve components that learn from past experience. This dissertation studies computational methods for learning from examples, for classification and for decision making, when the decisions have different non-zero costs associated with them. Many practical applications of learning algorithms, including transaction...
    Resource Type:
    Dissertation
    Full Text:
    Armore, Manfred Dittrich, Aristotel Popescu, Corina Constantinescu, Voichita and loan Dumitriu, Geta

  • Learning cost-sensitive diagnostic policies from data

    Creator:
    Zubek, Valentina Bayer
    Abstract:
    In its simplest form, the process of diagnosis is a decision-making process in which the diagnostician performs a sequence of tests culminating in a diagnostic decision. For example, a physician might perform a series of simple measurements (body tem- perature, weight, etc.) and laboratory measurements (white blood count, CT scan,...
    Resource Type:
    Dissertation
    Full Text:
    Constantinescu, Diana Luca, Silvia Stan, Corina Anghel, Cristi Dogaru, Cornelia, Tony and Beatrice Pintea

  • Rendering and Simulation for Tires Rolling on Snow

    Creator:
    Clucas, Alexander
    Abstract:
    Modeling tire-snow interaction is important in designing effective snow tires, which directly affects road safety during wintry weather. Unfortunately, tires have complex tread designs and the physical properties of snow have not been characterized. We employ the Material Point Method (MPM) for simulating a material that mimics the fracturing and...
    Resource Type:
    Masters Thesis

  • Enhancing Search-Based Techniques with Information Control Dependencies

    Creator:
    Aburas, Ali
    Abstract:
    Software testing is a very important task during software development and it can be used to improve the quality and reliability of the software system. One potential way to reduce the cost and increase the efficiency of software testing is to generate test data automatically. Search-based approaches successfully generate unit...
    Resource Type:
    Dissertation
    Full Text:
    -Based Techniques with Information Control Dependencies Abstract approved: Alex D. Groce Software