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Adaptive integrated weight unsupervised multi-source domain adaptation without source data
Published 2025-04-01“…Finally, multiple target models are integrated to predict the label for unlabeled target data. Extensive experiment results on some benchmark datasets and generated adversarial samples demonstrate that our approach outperforms existing UMDA methods, even though some methods can always access source data.…”
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Big data analytics in healthcare: data sources, tools, challenges, and opportunities
Published 2024-12-01“…Therefore, this study aims to provide an overview of big data’s role in healthcare prediction by discussing its data sources, analytical techniques, and challenges. …”
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Assessing Sources of Variability in Microarray Gene Expression Data
Published 2002-10-01“…Data obtained from a microarray experiment designed as a feasibility test provided a unique opportunity to partition and quantify several sources of variation that are likely to be present in most microarray experiments. …”
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The value of source data verification in a cancer clinical trial.
Published 2012-01-01“…<h4>Background</h4>Source data verification (SDV) is a resource intensive method of quality assurance frequently used in clinical trials. …”
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Substantiation of source data on the parametric algorithms for the classification of weather hazards
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Democracies Restricting Democratic Rights: Some Classical Sources and Implications for Ethics of Biometrics
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About some Controversial Stories Related to the Campaign of Chormagan in Iran in Muslim Sources
Published 2022-06-01“…Research results and novelty: The analysis of information from the Muslim sources in this article allowed, first of all, to cast doubt on some conclusions present in the most famous reconstruction of Chormagan’s biography, written by Timothy May. …”
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Baraq Khan’s Ulus: Some Issues of Localization of his Pastures in Light of Written Sources
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Sources and Use of Bicycle Traffic Data in Research and Urban Mobility Management
Published 2025-04-01“…Moreover, while some cities employ advanced technologies such as automated counters, others rely on fragmented or irregular data sources. …”
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Research on Multi-source Place Name Data Integration and Update Methods
Published 2025-07-01“…The research findings have been tested in some national regions and can provide a reference for the production and updating of place names data worldwide.…”
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Privacy-Preserving Substring Search on Multi-Source Encrypted Gene Data
Published 2020-01-01“…However, they mainly focus on single-source gene data, not suitable for handling multi-source gene data because of some practical weaknesses. …”
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Source rock
Published 2014-03-01“…The major goal of this study is to evaluate the source rock by using different techniques as Rock-Eval pyrolysis, Vitrinite reflectance (%Ro), and well log data of some Cretaceous sequences including Abu Roash (E, F and G members), Kharita and Betty formations. …”
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The regulatory control over radiation sources: the Brazilian experience and some lessons learned from industrial applications
Published 2019-02-01“…Some challenges of managing the national radiation sources register systems will be discussed, in order to cover effectively all the radiation source history (in a ‘from the cradle to the grave’ basis), and the dynamic maintenance and update of these data. …”
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Measuring concordance of data sources used for infectious disease research in the USA: a retrospective data analysis
Published 2023-02-01“…Some data sources, such as billing claims data, may be unsuitable for epidemiological research within the infectious disease context.…”
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Evapotranspiration-Based Irrigation for Agriculture: Sources of Evapotranspiration Data for Irrigation Scheduling in Florida
Published 2010-04-01“…Crane, and Kelly Morgan, lists some of the public sources of ETo data for irrigation scheduling in Florida. …”
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Evapotranspiration-Based Irrigation for Agriculture: Sources of Evapotranspiration Data for Irrigation Scheduling in Florida
Published 2010-04-01“…Crane, and Kelly Morgan, lists some of the public sources of ETo data for irrigation scheduling in Florida. …”
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Nonidentifiability of the source of intrinsic noise in gene expression from single-burst data.
Published 2008-10-01“…It is thus impossible to identify different sources of fluctuations purely from protein burst size data or to use such data to estimate all of the model parameters. …”
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Comparing and integrating human mobility data sources for measles transmission modeling in Zambia.
Published 2025-01-01“…Increasingly, multiple data sources are available to describe individual and population mobility in a single location; however, there are no methods to systematically integrate these data. …”
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