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  • Understanding Software-2.0: A Study of Machine Learning library usage and evolution

    Creator:
    Dilhara, Malinda, Ketkar, Ameya, and Dig, Danny
    Abstract:
    Enabled by a rich ecosystem of Machine Learning (ML) libraries, programming using learned models, i.e., Software-2.0, has gained substantial adoption. However, we do not know what challenges developers encounter when they use ML libraries. With this knowledge gap, researchers miss opportunities to contribute to new research directions, tool builders do...
    Resource Type:
    Research Paper
    Full Text:
    evolving Software-2.0, and blind spots in current Software-2.0 research. This paper makes the following

  • How to Debug Inclusivity Bugs? An Empirical Investigation of Finding-to-Fixing with Information Architecture

    Creator:
    Guizani, Mariam, Steinmacher, Igor, Emard, Jillian, Fallatah, Abrar, Burnett, Margaret, and Sarma, Anita
    Abstract:
    Background: Although some previous research has found ways to find inclusivity bugs (biases in software that introduce inequities among cognitively diverse individuals), little attention has been paid to how to go about fixing such bugs. We hypothesized that Information Architecture (IA)--the way information is organized, structured and labeled--may provide the...
    Resource Type:
    Research Paper
    Full Text:
    Oregon, USA ABSTRACT Background: Although some previous research has found ways to find inclusivity bugs

  • Contributions to Collaborative Filtering Research

    Creator:
    Nong, Shuzhen
    Abstract:
    In this report, I first introduce three areas of interest to collaborative filtering researchers, namely: (a) how to solve the sparsity and scalability problems in recommendation systems; (b) how to rapidly develop and test collaborative filtering algorithms; and (c) how to apply collaborative filtering to unbounded numeric preference data. In...
    Resource Type:
    Capstone Project
    Full Text:
    Collaborative Filtering Research Shuzhen Nong Major Professor: Jon Herlocker Committee

  • Simulation-Based Optimization of Football Defenses

    Creator:
    Oberoi, Daman and Fern, Alan
    Abstract:
    We develop a system for simulation-based optimization of defensive formations for American football. The first component of the system is an environment for simulating football plays with real physical interactions between players and their surroundings. The simulator is built on the AGEIA PhysX engine, which incorporates rigid body dynamics and...
    Resource Type:
    Capstone Project
    Full Text:
    ..................................................................................................... 15 5 Summary and Future Work

  • RNA Secondary Structure Prediction Using Neural Machine Translation

    Creator:
    Zhang, Luyao
    Abstract:
    RNA secondary structure prediction maps a RNA sequence to its secondary structure (set of AU, CG, and GU pairs). It is an important problem in computational biology be-cause such structures reveals crucial information about the RNAs function, which is useful in many applications ranging from noncoding RNA detection to folding...
    Resource Type:
    Capstone Project
    Full Text:
    success of this research. Professor Huang has not only offered me valuable guidance on my project, but

  • Structured network coding

    Creator:
    Saireddy, Balaji
    Abstract:
    Network coding is a transmission paradigm that is known to achieve better network throughput in certain multicast topologies; however, the practicality of network coding has been questioned due to its high computational complexity. One of the drawbacks of using network coding is the long decoding times, this is mainly due...
    Resource Type:
    Capstone Project
    Full Text:
    Completed Dec 15, 2008 Commencement June, 2009 2 Abstract Network coding is a transmission

  • A Decade of Linux Kernel Vulnerabilities, their Mitigation and Open Problems

    Creator:
    Raj, Abhilash
    Abstract:
    The aim of this thesis is to study past 10 years of security vulnerabilities reported against Linux Kernel and all existing mitigation techniques that prevent the exploitation of those vulnerabilities. To systematically study the security vulnerabilities, they were categorized into classes and sub-classes based on their type. This thesis first...
    Resource Type:
    Masters Thesis
    Full Text:
    open problems for future research. c©Copyright by Abhilash Raj December 15, 2017 All Rights

  • Accuracy versus cost in distributed data mining

    Creator:
    Deutschman, Stephanie
    Abstract:
    A basic tradeoff to consider when designing a distributed data-mining framework is the need for a compromise between the cost of communication and computation resources and the accuracy of the mining results. This is essentially a decision of whether it is more efficient to communicate all of the data to...
    Resource Type:
    Masters Thesis
    Full Text:
    degree of Master of Science in Computer Science presented on June 15, 2007. Title: Accuracy Versus Cost

  • Object detection in biological images using a search-based framework

    Creator:
    Lam, Michael
    Abstract:
    This thesis addresses a basic problem in computer vision, that of semantic labeling of images. Our work is aimed at object detection in biological images for evolutionary biology research. In particular, our goal is to detect nematocysts in Scanning Electron Microscope (SEM) images. This biological domain presents challenges for existing...
    Resource Type:
    Masters Thesis
    Full Text:
    Science presented on May 15, 2014. Title: Object Detection in Biological Images Using a Search-Based

  • Low Frequency Oscillation Reduction Algorithm for Six-step Operation of Three-Phase Inverters

    Creator:
    Ke, Ziwei
    Abstract:
    A power inverter, or inverter, is an electronic device or circuitry that converts direct currents (DC) to alternating currents (AC) in the power electronics family. A three-phase inverter converts DC current to three-phase AC current. Inverters, especially three-phase inverters, have been widely used in many fields including renewable energy applications...
    Resource Type:
    Masters Thesis
    Full Text:
    the degree of Master of Science in Electrical and Computer Engineering presented on October 15, 2015