Results for Synthetic Data
Using partially synthetic data to replace suppression in the Business Dynamics Statistics: early results
... Acknowledgments. All authors were affiliated with the U.S. Census Bureau, Center for Economic Studies, when originally contributing to the contents of this paper. This document reports the results of research and ...
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Topics and Applications in Synthetic Data
... in Synthetic Data Abstract Releasing synthetic data in place of observed values is a method of statistical disclosure control for the public dissemination of survey data collected by ...
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Synthetic data: an endogeneity simulation
... for synthetic data construction and simulation ...of synthetic data can be done in different ...it results in samples with asymptotic ...the synthetic data and ...
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Synthetic data: an endogeneity simulation
... uses synthetic data and different scenarios to test treatments for endogeneity problems under different parameter ...are synthetic data, which are constructed using random number machines ...
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Synthetic Order Data Generator for Picking Data
... Abstract—Sample data are in high demand for testing and benchmarking ...sample data. Sample data are used in order picking pro- cesses as a way of testing new methodologies such as new routing and ...
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Adversarial Adaptation of Synthetic or Stale Data
... The results suggest that our DA approach can quickly make a model adapt from synthetic data to real-world data and from old data to new data with the additional use of only 2 to ...
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Stereo and ToF Data Fusion by Learning from Synthetic Data
... The results are shown in Table 5 and indicate how, on average, the combination of all inputs offers the best ...amplitude data acquired by real world ...
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The validity of synthetic clinical data: a validation study of a leading synthetic data generator (Synthea) using clinical quality measures
... Results of validation using quality measures indicate Synthea has both strengths and weaknesses in its approach. On one hand, as evident in the Colorectal Cancer Screen- ing result, Synthea presents a high level ...
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Satisfying Disclosure Restrictions With Synthetic Data Sets
... The results of this article contribute to a growing interest in the release of synthetic data for disclosure ...from synthetic data sets for complex ...released data sets ...
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Quality Estimation for Synthetic Parallel Data Generation
... evaluation results in Subsection 4.2. 4.1. Dataset The synthetic parallel corpus is generated by translating the target side of the Europarl English–Slovene parallel corpus into Croatian using the Apertium ...
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Adapting Neural Machine Translation with Parallel Synthetic Data
... good results, we aim to adapt general NMT models to real, specific tasks by us- ing synthetic parallel ...a synthetic parallel corpus, related to our test set ...
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Tracking neutrophils in zebrafish: the use of synthetic data sets
... 5 data sets described above and a sensitivity analysis for the threshold levels was performed, as this was the only input parameter which can be modified by the ...the results are fairly stable for a good ...
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Synthetic data A proposed method for applied risk management
... statistic results with those obtained from experimental data, while assessing the same risk ...using synthetic or experimental data ...
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COCOA: A synthetic data generator for testing anonymization techniques
... generate synthetic data. Some of those works are general-purpose synthetic data generators ...the results when specific features are ...the data privacy community, ...
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Understanding Real World Indoor Scenes With Synthetic Data
... 6. Results on SUNRGBD test data for 13 semantic ...adding synthetic data helps immensely in improving the performance of nearly all functional categories of objects using DHA as input ...
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Learning Vine Copula Models for Synthetic Data Generation
... thetic data is also evaluated from a more practical perspec- ...quality synthetic datasets enable people to draw conclusions and make inferences as if they are working with a real data ...real ...
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Steering Contexts for Autonomous Agents Using Synthetic Data
... needed to replicate plausible human behavior in order to allow more people to be simulated within the targeted, often real-time , framerate. . Machine Learning as Precomputation To properly extend the science of crowd ...
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Learning for Free – Object Detectors Trained on Synthetic Data
... the synthetic dataset with or without pretraining, and produced a large amount of false positives even when pretrained convolutional weights were ...of synthetic data training samples due to the ...
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Generation of synthetic data based on hidden Markov models
... the data, our work is based in the idea that exploring the data may lead to better ...the data rather that in models comes from several articles where they discuss the data importance[1] and ...
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An implementation of synthetic generation of wind data series
... wind data time series with the same statistical parameters, especially for the difference of wind power time series between two continuous ...statistical results of Markov chain model with different state ...
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