Towards Data-centric Decision Making for Smart Infrastructure: Data and Its Challenges
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.11.014
Abstract: Abstract Smart infrastructure has the potential to revolutionise how infrastructure is delivered, managed and automatically controlled. Data and digital twins offer an opportunity for this purpose. However, before using data to aid stakeholders for their… read more here.
Keywords: data centric; smart infrastructure; infrastructure; decision making ... See more keywords
A Platform for Data-Centric, Continuous Epidemiological Analyses (EpiGraphHub): Descriptive Analysis
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Medical Internet Research"
DOI: 10.1101/2022.04.19.22274026
Abstract: Guaranteeing durability, provenance, accessibility, and trust in open datasets can be challenging for researchers and organizations that rely on public repositories of data critical to epidemiology and other health analytics. Not only are the required… read more here.
Keywords: platform; health; platform data; continuous epidemiological ... See more keywords
Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3211295
Abstract: As long as the COVID-19 pandemic is still active in most countries worldwide, rapid diagnostic continues to be crucial to mitigate the impact of seasonal infection waves. Commercialized rapid antigen self-tests proved they cannot handle… read more here.
Keywords: covid identification; sound based; identification; centric machine ... See more keywords
A Data-Centric Study of Software Tutorial Design
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DOI: 10.1109/ms.2021.3090978
Abstract: We investigate three tutorials on Android development to elicit design choices related to their organization and content. We describe decision points and tradeoffs and propose guidelines to assist tutorial authors in making explicit and informed… read more here.
Keywords: study software; software tutorial; data centric; software ... See more keywords
Data-Centric Client Selection for Federated Learning Over Distributed Edge Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2022.3217271
Abstract: This work presents an efficient data-centric client selection approach, named DICE, to enable federated learning (FL) over distributed edge networks. Prior research focused on assessing the computation and communication ability of the client devices for… read more here.
Keywords: client selection; client; data centric; edge ... See more keywords
Bio-ESMD: A Data Centric Implementation for Large-Scale Biological System Simulation on Sunway TaihuLight Supercomputer
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2022.3220559
Abstract: Molecular dynamics (MD) simulations of biological systems are playing an increasingly important role in the research of pathogens and drugs. Most MD methods for biological simulations rely on the listed bonds which interact among specific… read more here.
Keywords: sunway taihulight; large scale; data centric; bio esmd ... See more keywords
Receiver Integration with Arrayed Waveguide Gratings toward Multi-Wavelength Data-Centric Communications and Computing
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10228205
Abstract: This paper reviews receivers that feature low-loss multimode-output arrayed waveguide gratings (MM-AWGs) for wavelength division multiplexing (WDM) as well as hybrid integration techniques with high-speed throughput of up to 100 Gb/s and beyond. A design… read more here.
Keywords: data centric; centric communications; multi wavelength; waveguide gratings ... See more keywords