云南高校图书馆联盟文献共享服务平台- DATA-CENTRIC

DATA-CENTRIC: 作品数：12被引量：15H指数：2; 导出分析报告; 相关领域：自动化与计算机技术更多>>; 相关期刊：《Journal of Donghua University(English Edition)》《Computer Modeling in Engineering & Sciences》《Journal of Data and Information Science》《Underground Space》更多>>; 相关基金：国家自然科学基金国家科技支撑计划美国国家科学基金更多>>

The OPS-SAT case:A data-centric competition for onboard satellite image classification: 《Astrodynamics》2024年第4期507-528,共22页Gabriele Meoni Marcus Martens Dawa Derksen Kenneth See Toby Lightheart Anthony Secher Arnaud Martin David Rijlaarsdam Vincenzo Fanizza Dario Izzo; While novel artificial intelligence and machine learning techniques are evolving and disrupting established terrestrial technologies at an unprecedented speed,their adaptation onboard satellites is seemingly lagging.A...; 关键词：OPS-SAT data-centric competition artificial intelligence(AI) onboard machine learning onboard classification

A survey of data-centric technologies supporting decision-making before deploying military assets: 《Defence Technology（防务技术）》2024年第12期226-246,共21页Alexandra Zabala-López Mario Linares-Vásquez Sonia Haiduc Yezid Donoso; funded by the Colombian Air Force。; In a time characterized by the availability of vast amounts of data,the effective utilization of information is critical for timely decision-making in military operations.However,processing large amounts of data requi...; 关键词：Data-centric technologies MILITARY ANALYTICS Machine learning Data science Artificial intelligence

Traffic Flow Prediction with Heterogeneous Spatiotemporal Data Based on a Hybrid Deep Learning Model Using Attention-Mechanism: 《Computer Modeling in Engineering & Sciences》2024年第8期1711-1728,共18页Jing-Doo Wang Chayadi Oktomy Noto Susanto; A significant obstacle in intelligent transportation systems(ITS)is the capacity to predict traffic flow.Recent advancements in deep neural networks have enabled the development of models to represent traffic flow acc...; 关键词：Traffic flow prediction sptiotemporal data heterogeneous data Conv-BiLSTM DATA-CENTRIC intra-data

New roles of research data infrastructure in research paradigm evolution: 《Journal of Data and Information Science》2024年第2期104-119,共16页Yizhan Li Lu Dong Xiaoxiao Fan Ren Wei Shijie Guo Wenzhen Ma Zexia Li; the National Social Science Fund of China(Grant No.22CTQ031);Special Project on Library Capacity Building of the Chinese Academy of Sciences(Grant No.E2290431).; Research data infrastructures form the cornerstone in both cyber and physical spaces,driving the progression of the data-intensive scientific research paradigm.This opinion paper presents an overview of global researc...; 关键词：Research data infrastructure LANDSCAPE DATA-CENTRIC Problem-oriented

Systematic review of data-centric approaches in artificial intelligence and machine learning被引量：2: 《Data Science and Management》2023年第3期144-157,共14页Prerna Singh; Artificial intelligence(AI)relies on data and algorithms.State-of-the-art(SOTA)AI smart algorithms have been developed to improve the performance of AI-oriented structures.However,model-centric approaches are limited ...; 关键词：DATA-CENTRIC Machine learning Semi-supervised learning Data preprocessing MLOps Data management Technical debt

Data-Centric Approach to Digital Twin Modeling of Production Lines: 《Journal of Donghua University(English Edition)》2023年第4期397-403,共7页丁永效李纪奇刘国华倪萍吴金发; Shanghai Foundation for Development of Industrial Internet Innovation,China (No. 2019-GYHLW-004)。; Digital twin(DT) is a virtual replica of a physical world that has become one of the most important ideas in the manufacturing industry’s digital revolution. DT modeling is a vital issue in building a DT of a product...; 关键词：digital twin(DT) ArtiFlow production line AutomationML(AML)

Unpacking data-centric geotechnics被引量：2: 《Underground Space》2022年第6期967-989,共23页Kok-Kwang Phoon Jianye Ching Zijun Cao; The purpose of this paper(presented online as a keynote lecture at the 25th Annual Indonesian Geotechnical Conference on 10 Nov 2021)is to broadly conceptualize the agenda for data-centric geotechnics,an emerging fiel...; 关键词：Data-centric geotechnics Bayesian machine learning Data-driven site characterization(DDSC) Project DeepGeo Data-informed decision support index

Realising Data-Centric Scientific Workflows with Provenance-Capturing on Data Lakes: 《Data Intelligence》2022年第2期426-438,共13页Hendrik Noltet Philipp Wieder; funding by the"Niedersachsisches Vorab"funding line of the Volkswagen Foundation.; Since their introduction by James Dixon in 2010,data lakes get more and more attention,driven by the promise of high reusability of the stored data due to the schema-on-read semantics.Building on this idea,several add...; 关键词：Data lake PROVENANCE WORKFLOWS FAIRDigital Objects CWFR

I/O Acceleration via Multi-Tiered Data Buffering and Prefetching被引量：2: 《Journal of Computer Science & Technology》2020年第1期92-120,共29页Anthony Kougkas Hariharan Devarajan Xian-He Sun; This work is funded by the National Science Foundation of USA under Grants Nos.OCI-1835764 and CSR-1814872。; Modern High-Performance Computing(HPC)systems are adding extra layers to the memory and storage hierarchy,named deep memory and storage hierarchy(DMSH),to increase I/O performance.New hardware technologies,such as NVM...; 关键词：I/O BUFFERING heterogeneous BUFFERING layered BUFFERING deep memory hierarchy BURST BUFFERS hierarchical data PREFETCHING DATA-CENTRIC architecture

A literature survey on smart cities被引量：8: 《Science China(Information Sciences)》2015年第10期3-20,共18页YIN ChuanTao XIONG Zhang CHEN Hui WANG JingYuan COOPER Daven DAVID Bertrand; supported by National Natural Science Foundation of China(Grants Nos.61402028,61204426);China’s National Key Technology R&D Program(Grant No.2014BAF07B03); Rapid urbanization creates new challenges and issues, and the smart city concept offers opportunities to rise to these challenges, solve urban problems and provide citizens with a better living environment. This paper...; 关键词：smart city ARCHITECTURE DATA-CENTRIC data vitalization urban data

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