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Filtering by: DOI https://doi.org/10.1002/ajhb.21033 Remove constraint DOI: https://doi.org/10.1002/ajhb.21033 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

  • 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

  • Improving the accuracy and efficiency of bird song analysis with machine learning based event detection

    Creator:
    Mathew, Anju
    Abstract:
    Ornithology is an exciting field with novel research emerging everyday. Researchers in bioacoustics often spend hours within the wilderness recording bird calls to analyze later in their lab. The burden of sifting through hours of audio recordings from the field continues to remain a time-consuming and manual task, despite the...
    Resource Type:
    Honors College Thesis
    Full Text:
    / 2https://ebird.org/home https://merlin.allaboutbirds.org/ https://ebird.org/home provided by a user

  • 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