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Filtering by: Creator Thornber, Carl R. Remove constraint Creator: Thornber, Carl R. Degree Field Computer Science Remove constraint Degree Field: Computer Science

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  • PC++ : an extension of C++ for parallel programming

    Creator:
    Bae, Myungmun
    Abstract:
    Understanding of techniques that can be used to develop software for various parallel machines has not fully matched the dramatic progress in hardware in recent years. Most parallel programming techniques have been closely tied to specific hardware. Different machines have different primitives and architectures. Programming and porting an application with...
    Resource Type:
    Capstone Project
    Full Text:
    ) }; int open() . close (); activity: slave[5] read(cha r *, int); slave[5] write(char *• in t); slave

  • Software system documentation process maturity model

    Creator:
    Visconti, Marcello
    Resource Type:
    Dissertation
    Full Text:
    System Documentation Process Maturity Model Abstract approved. Curtis R. Cook One major goal of

  • New Directions in Search-based Structured Prediction: Multi-Task Learning and Integration of Deep Models

    Creator:
    Ma, Chao
    Abstract:
    This thesis studies the problem of structured prediction (SP), where the agent needs to predict a structured output for a given structured input (e.g., Part-of-Speech tagging sequence for an input sentence). Many important applications including machine translation in natural language processing (NLP) and image interpretation in computer vision can be...
    Resource Type:
    Dissertation
    Full Text:
    structured outputs Y , and a non-negative output loss function l : X × Y × Y → R+. Each structured input x

  • Distributed OpenCL : a platform for distributed, heterogeneous computing for domain scientists

    Creator:
    Dillon, William H.
    Abstract:
    It is possible to purchase, for as little as $10,000, a cluster of computers with the capability to rival the supercomputers of only a few years ago. Now, users that have little to no experience developing distributed applications or managing a cluster are in a position to do so. To...
    Resource Type:
    Dissertation
    Full Text:
    of easy-to-use numerical modeling tools such as Matlab, R and Mathematica, it has become easier for

  • Machine Learning for Precision Medicine: Application to Cancer Chemotherapy Response Prediction and Wound Healing Status Assessment

    Creator:
    Wei, Qi
    Abstract:
    Ph.D. candidate Qi Wei's thesis consists of two projects: Chemotherapy Project: a study based on the research paper "Predicting chemotherapy response of various cancer types using a variational auto-encoder approach" submitted to the bioRxiv preprint archive and accepted by the BMC bioinformatics; and Wound Monitor Project: implementing and assessing analytics...
    Resource Type:
    Dissertation

  • Object highlighting : real-time boundary detection using a Bayesian network

    Creator:
    Jia, Jin
    Abstract:
    Image segmentation continues to be a fundamental problem in computer vision and image understanding. In this thesis, we present a Bayesian network that we use for object boundary detection in which the MPE (most probable explanation) before any evidence can produce multiple non-overlapping, non-self-intersecting closed contours and the MPE with...
    Resource Type:
    Masters Thesis
    Full Text:
    minimum spanning tree (MST) of the graph. For the top-down approach, Z. Wu and R. Leahy [57] use minimum

  • Anomaly Detection and Probabilistic Diagnosis for Automated Data Quality Control

    Creator:
    Zemicheal, Tadesse H.
    Abstract:
    Advances in sensor technology are greatly expanding the range of quantities that can be measured while simultaneously reducing the cost. However, deployed sensors drift out of calibration and fail, so every sensor network requires quality control procedures to promptly detect these failures. To address these problems, we propose a two-level...
    Resource Type:
    Dissertation
    Full Text:
    recalibrate the sensors. Hence, we need to include a variable r(t) that is 1 if a technician has visited the

  • Toward associating slot names with meanings

    Creator:
    Shih, Tsun-dah
    Abstract:
    The paper describes research on the representation of knowledge. The goal is to develop a formalism which can be used for the testing of hypotheses on the nature of human understanding and as a foundation or artificial intelligence programs. The ideas expressed herein are implemented in a program which converses...
    Resource Type:
    Capstone Project
    Full Text:
    State University Corvallis, Oregon ABSTRACT The p~per de sc ribes r esearc h on the ~epresentation

  • Factorization of Integers

    Creator:
    Simshaw, James
    Abstract:
    Factorization of integers is an important aspect of cryptography since it can be used as an attack against some of the common cryptographic methods being used. There are numerous methods in existence for factoring integers. Some of these are faster than others for general numbers, while others work best on...
    Resource Type:
    Honors College Thesis
    Full Text:
    = (x1, y1) let q = (x2, y2) and r be the point where the line through p and q crosses the curve again

  • Poisoning machine learning models to increase membership inference risks

    Creator:
    Le, Hoang
    Abstract:
    Deep learning is now being utilized widely in applications where sensitive data is being used for model training, for example, in health care. In this scenario, any data leakage will cause privacy concerns to whose data records are used to train the model. An attacker can actively cause privacy leakage...
    Resource Type:
    Masters Thesis
    Full Text:
    , otherwise output 0. In this thesis, we give the attacker the ability to inject r data points into the