OPUS - Hochschulschriftenserver der Hochschule Aalen
Not a member yet
    6804 research outputs found

    Keeping Cells Alive in Microscopy

    No full text

    VR-DeltaDebugging

    Full text link
    Debugging is a challenging activity involved in software development and maintenance processes. Delta Debugging (DD) is an automatic debugging algorithm and methodology that applies a scientific recurrent hypothesis, trial, and result loop to systematically reduce failure-inducing inputs to a minimal set. Yet, especially for larger (structured) input sets, how DD arrived at its results and its intermediate inputs and test results may not be intuitively evident to practitioners. This paper contributes our solution concept VR-DeltaDebugging for an immersive visualization in Virtual Reality to support comprehension, analysis, and collaboration. A prototype demonstrates its feasibility, and a cased-based evaluation on execution, comprehension and analysis, and scalability provides insights into its capabilities and potential

    VR-ANN

    Full text link
    Artificial Neural Networks (ANNs or NNs) are used in Deep Learning (DL), a subset of Machine Learning (ML). And yet, especially to novices or infrequent users, ANNs can seem abstract and mathematical, and not readily accessible and understandable. Furthermore, a model’s configuration and output results may not be comprehensible and obvious. To make ANN models more accessible and support comprehension and analysis even for large models, this paper contributes our VR-ANN solution concept for immersive ANN visualization in Virtual Reality (VR). Its feasibility is demonstrated with a prototype, while a case-based evaluation provides insights into its capabilities and potential for supporting ANN model building, comprehension, analysis, and collaboration

    346

    full texts

    6,804

    metadata records
    Updated in last 30 days.
    OPUS - Hochschulschriftenserver der Hochschule Aalen is based in Germany
    Access Repository Dashboard
    Do you manage Open Research Online? Become a CORE Member to access insider analytics, issue reports and manage access to outputs from your repository in the CORE Repository Dashboard! 👇