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Filtering by: DOI https://doi.org/10.1890/110057d Remove constraint DOI: https://doi.org/10.1890/110057d Degree Field Computer Science Remove constraint Degree Field: Computer Science

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  • Predicting music emotion with social media discourse

    Creator:
    Beery, Aidan J.
    Abstract:
    Predicting the average affect of a piece of music is a task which has been of recent interest in the field of music information retrieval. We investigate the use of sentiment analysis on online social media conversations to predict a song’s valence and arousal. Using four music emotion datasets -...
    Resource Type:
    Honors College Thesis
    Full Text:
    2https://commons.wikimedia.org/wiki/File:Kernel_trick_idea.svg https://commons.wikimedia.org/wiki

  • Divergence Reduction and Dependency Management in GPU Programs using Asynchronous Work Scheduling

    Creator:
    Cuneo, Braxton
    Abstract:
    With continuing improvements in performance and capability, GPU processing has gained significant and growing interest across science and industry. With this interest, research has increasingly focused upon methods of processing algorithms with stochastic, non-uniform branching while maintaining low divergence. Central among these methods is thread-data remapping (TDR), whereby data is...
    Resource Type:
    Dissertation

  • Transformers for representing microbiome data: an empirical evaluation

    Creator:
    Varma, Rohan
    Abstract:
    As the link between human microbiomes and health has become more established, the interest in applying statistical approaches to microbiome data to understand the mechanisms behind these links has grown. However, microbiome data is often of unmanageable size, and consequently, producing quality lower dimensional representations of samples is a significant...
    Resource Type:
    Honors College Thesis
    Full Text:
    for logging needs. All code can be found at https://github.com/rsvarma/microbiome transformers. 4.3

  • Investigating the Relationship Between Social and Sustainable Bonds and Homelessness

    Creator:
    Spisak, Joshua M.
    Abstract:
    Includes slides and transcript.
    Resource Type:
    Presentation
    Full Text:
    , November 4). State population totals and components of change: 2010- 2019. Census.gov. https

  • Embedded Reachability for Autonomous Racecar

    Creator:
    Jewell, Nathaniel C.
    Abstract:
    Reachability analysis enables the safety assurance of control systems despite uncertain initial conditions and control inputs, and can be an important component to run on-board an autonomous system. This thesis explores the characteristics of reachability analysis with different algorithmic configurations and runtime parameters running onboard the F1Tenth 1/10th-scale autonomous racing...
    Resource Type:
    Honors College Thesis
    Full Text:
    : Reachability · Safety Analysis · CUDA · GPU Code URL: https://github.com/NathanJewell/ppcm_reachability_public

  • Infant Hand Detection and Tracking

    Creator:
    Mishra, Shridhar
    Abstract:
    Hand detection is a fundamental step for many hand-related computer vision tasks, such as gesture recognition, hand pose estimation, hand sign language translation, and so on. However, robustly detecting hands is a challenging task because of drastic changes in appearance based on finger articulation and changes in lighting conditions, camera...
    Resource Type:
    Masters Thesis

  • Elucidating Computational Narratives to Facilitate Code Comprehension

    Creator:
    Chattopadhyay, Souti
    Abstract:
    Programming is integrated across the workflow of multiple domains where end-user programmers, those who need to program as a means to an end, regularly need to code. In the modern setting of collaborative development, end-user programmers have to interpret the intentions behind existing code to contribute and build solutions to...
    Resource Type:
    Dissertation

  • Machine Learning Methods for the Discovery and Analysis of MicroRNAs

    Creator:
    Bell, Jimmy D.
    Abstract:
    MicroRNAs are a highly conserved class of small endogenous RNA, about ~22nt in length, involved in post-transcriptional gene silencing and have prominent roles in disease and development. Though the process of microRNA discovery was once an arduous task, the advent of high throughput sequencing technology has resulted in novel microRNAs...
    Resource Type:
    Masters Thesis
    Full Text:
    Plos Computational Biology https://journals.plos.org/ploscompbiol/ 15(10) 7 2

  • An Exploration Into The Ever-changing Expanse of Non-periodic Tilings

    Creator:
    Tassin, Ian
    Abstract:
    This paper synthesizes various works Wang tiles up to this point, including: the reduction from the Halting Problem to Wang Tiling Problem and notions around various aspects of periodicity, including minimal period, aperiodicity, and axis-aligned periodicity. Additionally it includes new work, including: a proof that a tiling can be periodic...
    Resource Type:
    Honors College Thesis
    Full Text:
    tiling 3.8. 11 https://en.wikipedia.org/wiki/File:Roof_hafez_tomb.jpg Investigations into various

  • Open, online, interactive visualizations for learning about Gaussian mixture models

    Creator:
    Allen, Stuart
    Abstract:
    We construct a website to explain how Gaussian mixture models can be optimized using the expectation maximization algorithm. Previous free, online material on this process has been extremely limited. All sources surveyed failed to entirely describe our identified criteria for an in-depth description and useful visualizations. After surveying a variety...
    Resource Type:
    Honors College Thesis
    Full Text:
    ]. Available: https://doi.org/10.1145/1227504.1227384 [10] P. Saraiya, C. A. Shaffer, D. S. McCrickard, and C