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36 papers · 1 filter
FAIR Metadata: A Community-driven Vocabulary Application
Christopher B. Rauch, Mat Kelly, John A. Kunze +1
FAIR metadata is critical to supporting FAIR data overall. Transparency, community engagement, and flexibility are key aspects of FAIR that apply to metadata. This paper presents Y…
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers
Husheng Han, Kaidi Xu, Xing Hu +6
Adversarial patch attacks that craft the pixels in a confined region of the input images show their powerful attack effectiveness in physical environments even with noises or defor…
Early Diagnostic Prediction of Covid-19 using Gradient-Boosting Machine Model
Satvik Tripathi
With the huge spike in the COVID-19 cases across the globe and reverse transcriptase-polymerase chain reaction (RT-PCR) test remains a key component for rapid and accurate detectio…
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences
Yuan An, Alexander Kalinowski, Jane Greenberg
Sentence embedding methods offer a powerful approach for working with short textual constructs or sequences of words. By representing sentences as dense numerical vectors, many nat…
DARSI: An Ontology for Facilitating the Development of Data Sharing and Use Agreements
M. Greene, S. Grabus, J. Greenberg
The advantages of data sharing across organizations and disciplines are indisputable; although, sensitive and restricted data cannot be easily shared due to policies and legal matt…
Project Pipeline: Preservation, Persistence, and Performance
Jane Greenberg, Christopher B. Rauch, Mat Kelly
Preservation pipelines demonstrate extended value when digitized content is also computation ready. Expanding this to historical controlled vocabularies published in analog format…