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- research-articleOctober 2024
Building an open-source collaborative platform for migration research: A metadata modeling approach using XML
AbstractPublic access to well-organized migration data repositories is rare. While open migration data are available, most are dispersed, challenging their organization. This work uses a metadata modeling approach to organize migration-related data and ...
- short-paperJuly 2024
Building a Federated Catalog for CyberTraining Materials: The HPC-ED Pilot Project
- Mary P Thomas,
- Susan Mehringer,
- Katharine Cahill,
- Charlie Dey,
- Brian Guilfoos,
- David Joiner,
- John-Paul Navarro,
- Jeaime H. Powell,
- Richard Knepper
PEARC '24: Practice and Experience in Advanced Research Computing 2024: Human Powered ComputingArticle No.: 88, Pages 1–5https://doi.org/10.1145/3626203.3670586To improve the sharing and discovery of CyberTraining materials, the HPC-ED Pilot project team is building a platform for the community to better share and find training materials through a federated catalog. The platform, currently in early test mode, ...
- research-articleJuly 2024
How to measure interdisciplinary research? A systemic design for the model of measurement
Scientometrics (SPSCI), Volume 129, Issue 8Pages 4937–4982https://doi.org/10.1007/s11192-024-05085-1AbstractInterdisciplinarity is a polysemous concept with multiple, reasoned and intuitive, interpretations across scholars and policy-makers. Historically, quantifying the interdisciplinarity of research has been challenging due to the variety of methods ...
- ArticleJuly 2024
Towards a Formal Description of Artificial Intelligence Models and Datasets in Radiology
AbstractThe Radiology Model and Dataset Ontology (RMDO) has been created to provide formal descriptions for the growing number of artificial intelligence (AI) models and datasets in diagnostic radiology. RMDO builds upon generalized “model cards” and “...
- research-articleJuly 2024
A novel multi-task learning network for skin lesion classification based on multi-modal clues and label-level fusion
Computers in Biology and Medicine (CBIM), Volume 175, Issue Chttps://doi.org/10.1016/j.compbiomed.2024.108549AbstractIn this paper, we propose a multi-task learning (MTL) network based on the label-level fusion of metadata and hand-crafted features by unsupervised clustering to generate new clustering labels as an optimization goal. We propose a MTL module (...
Highlights- The first MTL for skin lesion classification using multi-modal clues and label-level fusion.
- The MTL network using branch ensemble and task interaction for multidomain knowledge.
- The label-level fusion of multi-modal data using ...
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- research-articleAugust 2024
Metadata-Driven Innovation in Smart Offices: A Study on the Impact of Standards on Digital Twins and Indoor Positioning Systems
- Khanista Namee,
- Nimit Srikamta,
- Sillawat Lelas,
- Jantima Polpinij,
- Rudsada Kaewsaeng-On,
- Chayapa Nimyungdee,
- Areej Meny
ICCTA '24: Proceedings of the 2024 10th International Conference on Computer Technology ApplicationsPages 247–254https://doi.org/10.1145/3674558.3674594This study investigates the refinement of metadata from various sources for optimal integration with digital twins, aiming to enhance its applicability in smart office environments through the Internet of Things (IoT) and digital twin technologies. By ...
- research-articleMay 2024
Covid19 Detection Using Chest X-ray Images Along with Corresponding Metadata of the Chest X-ray
Wireless Personal Communications: An International Journal (WPCO), Volume 135, Issue 4Pages 2379–2399https://doi.org/10.1007/s11277-024-11171-7AbstractCOVID-19 is reported as a very infectious which is increasing in rapid speed at present time. In this pandemic World health organization (WHO) is monitoring the situation and providing the preventive measures coordinating the treatment strategies ...
- extended-abstractMarch 2024
Educational Resource Search in Scottish Schools
CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and RetrievalPages 449–452https://doi.org/10.1145/3627508.3638320This project investigates the needs and challenges of school teachers in Scotland involved in finding, using, and sharing educational resources online. The first exploratory stage comprises interviews with primary and secondary school teachers, teacher ...
- research-articleJune 2024
Self-supervised data lakes discovery through unsupervised metadata-driven weighted similarity
Information Sciences: an International Journal (ISCI), Volume 662, Issue Chttps://doi.org/10.1016/j.ins.2024.120242AbstractData engineers invest significant effort in the early stages of data analysis, including identifying relevant datasets in large and complex data lakes. Data retrieval efficiency becomes an urgent concern as data volumes continue to increase with ...
- research-articleFebruary 2024
- research-articleJune 2024
Automatic melanoma detection using discrete cosine transform features and metadata on dermoscopic images
Journal of King Saud University - Computer and Information Sciences (JKSUCIS), Volume 36, Issue 2https://doi.org/10.1016/j.jksuci.2024.101944AbstractMachine learning contributes in improving the accuracy of melanoma detection. There are extensive studies in classic and deep learning-based approaches for melanoma detection in the literature. Still, they are not accurate or require high ...
- ArticleJanuary 2024
The Role of Metadata in Data Asset Management in Civil Aviation Information Field
AbstractUnder the impetus of new-generation information technologies such as big data, artificial intelligence and the industrial internet, the world is accelerating its transition into the digital economy era. In 2021, China articulated its Digital China ...
- research-articleDecember 2023
User versus institutional perspectives of metadata and searching: an investigation of online access to cultural heritage content during the COVID-19 pandemic
International Journal on Digital Libraries (IJDL), Volume 25, Issue 1Pages 105–121https://doi.org/10.1007/s00799-023-00385-yAbstractFindings from log analyses of user interactions with the digital content of two large national cultural heritage institutions (National Museums of Scotland and National Galleries of Scotland) during the COVID-19 lockdown highlighted limited ...
- ArticleDecember 2023
Auditing AI Systems: A Metadata Approach
AbstractThe EU AI regulatory framework and corresponding AI Act, call for stronger ‘product safety regime’ for AI development and set out requirements for more testing, transparency, and impact evaluation in AI based systems, along with significant ...
- research-articleDecember 2023
Re-Construction Impact on Metadata Representation Models
K-CAP '23: Proceedings of the 12th Knowledge Capture Conference 2023Pages 197–205https://doi.org/10.1145/3587259.3627554Reification in knowledge graphs has been present since the inception of RDF to allow capturing additional information in triples, usually metadata. The need of adopting or changing a metadata representation in a pre-existing graph to enhance the ...
- research-articleDecember 2023
Uncovering I/O demands on HPC platforms: Peeking under the hood of Santos Dumont
Journal of Parallel and Distributed Computing (JPDC), Volume 182, Issue Chttps://doi.org/10.1016/j.jpdc.2023.104744AbstractHigh-Performance Computing (HPC) platforms are required to solve the most diverse large-scale scientific problems in various research areas, such as biology, chemistry, physics, and health sciences. Researchers use a multitude of ...
Highlights- Developed a methodology to collect, analyze, and visualize I/O data from the PFS.
- ArticleNovember 2023
Enhancing Object Detection in Maritime Environments Using Metadata
Progress in Pattern Recognition, Image Analysis, Computer Vision, and ApplicationsPages 76–89https://doi.org/10.1007/978-3-031-49249-5_6AbstractOver the years, many solutions have been suggested in order to improve object detection in maritime environments. However, none of these approaches uses flight information, such as altitude, camera angle, time of the day, and atmospheric ...
- research-articleNovember 2023
(Mis)Matching Metadata: Improving Accessibility in Digital Visual Archives through the EyCon Project
Journal on Computing and Cultural Heritage (JOCCH), Volume 16, Issue 4Article No.: 76, Pages 1–20https://doi.org/10.1145/3594726Discussing the current AHRC/LABEX-funded EyCon (Early Conflict Photography 1890–1918 and Visual AI) project, this article considers potentially problematic metadata and how it affects the accessibility of digital visual archives. The authors deliberate ...
- research-articleNovember 2023
SeeQ: A Programming Model for Portable Data-Driven Building Applications
BuildSys '23: Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationPages 159–168https://doi.org/10.1145/3600100.3623744This paper introduces SeeQ, a programming model and an abstraction framework that facilitates the development of portable data-driven building applications. Data-driven approaches can provide insights into building operations and guide decision-making ...
- short-paperNovember 2023
Ontology Integration for Building Systems and Energy Storage Systems
BuildSys '23: Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationPages 212–215https://doi.org/10.1145/3600100.3623720A building ontology defines the concepts and organization of building data. Such knowledge can be assistance with automatic data access and support data-driven applications in buildings. With technological advances in batteries and energy storage, an ...