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Federated learning for generating synthetic data: a scoping review

• Authors : Little, Claire; Elliott, Mark; Allmendinger, Richard

• Source: Little , C , Elliott , M & Allmendinger , R 2023 , ' Federated learning for generating synthetic data: a scoping review ' , International

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The Impact of Synthetic Data Generation on Data Utility with Application to the 1991 UK Samples of Anonymised Records

• Authors : Taub, Jennifer; Elliot, Mark; Sakshaug, Joseph W.

Subjects: ResearchInstitutes_Networks_Beacons/cathie_marsh_institute; Cathie Marsh Institute

• Source: Taub , J , Elliot , M & Sakshaug , J W 2020 , ' The Impact of Synthetic Data Generation on Data Utility

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Revisiting particle sizing using greyscale optical array probes: evaluation using laboratory experiments and synthetic data

• Authors : O'Shea, Sebastian; Crosier, Jonathan; Dorsey, James

• Source: O'Shea , S , Crosier , J , Dorsey , J , Schledewitz , W , Crawford , I , Borrmann , S , Cotton , R & Bansemer , A 2019 , ' Revisiting particle sizing using greyscale optical array probes: evaluation

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A Study of the Impact of Synthetic Data Generation Techniques on Data Utility using the 1991 UK Samples of Anonymised Records

• Authors : Taub, Jennifer; Elliot, Mark; Sakshaug, Joseph

Subjects: ResearchInstitutes_Networks_Beacons/cathie_marsh_institute; Cathie Marsh Institute; ResearchInstitutes_Networks_Beacons/MICRA

• Source: Taub , J , Elliot , M & Sakshaug , J 2017 , A Study of the Impact of Synthetic Data Generation Techniques on

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Genetic Algorithms in Matrix Representation and Its Application in Synthetic Data

• Authors : Chen, Yingrui; Elliot, Mark; Sakshaug, Joseph

Subjects: ResearchInstitutes_Networks_Beacons/cathie_marsh_institute; Cathie Marsh Institute; ResearchInstitutes_Networks_Beacons/MICRA

• Source: Chen , Y , Elliot , M & Sakshaug , J 2017 , Genetic Algorithms in Matrix Representation and Its Application in Synthetic Data . in UNECE

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Nonparametric Generation of Synthetic Data for Small Geographic Areas

• Authors : Sakshaug, J.W.; Raghunathan, T.E.;

• Source: Sakshaug , J W & Raghunathan , T E 2014 , Nonparametric Generation of Synthetic Data for Small Geographic Areas . in J Domingo-Ferrer & E

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Synthetic Data for Small Area Estimation

• Authors : Sakshaug, J.W.; Raghunathan, T.E.;

• Source: Sakshaug , J W & Raghunathan , T E 2010 , Synthetic Data for Small Area Estimation . in J Domingo-Ferrer & E Magkos (eds) , Privacy in

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HAPNEST: an efficient tool for generating large-scale genetics datasets from limited training data

• Authors : Wharrie, Sophie; Yang, Zhiyu; Raj, Vishnu

Subjects: synthetic data; ML for healthcare; computational genetics

• Source: Wharrie , S , Yang , Z , Raj , V , Monti , R , Gupta , R , Wang , Y Y , Martin , A R , O'Connor , L J , Kaski , S , Marttinen , P , Palamara , P F , Lippert , C & Ganna , A 2022 , ' HAPNEST: an

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Financial Technologies and Crime:An overview of the state of the art in research pertaining FinTech and its implications for crime

• Authors : Álvarez, Borja

Subjects: Financial Technologies; FinTech; Crime

• Source: Álvarez , B 2022 , Financial Technologies and Crime : An overview of the state of the art in research pertaining FinTech and its implications for crime .

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HAPNEST : efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes

• Authors : Wharrie, Sophie; Yang, Zhiyu; Raj, Vishnu

• Source: Wharrie , S , Yang , Z , Raj , V , Monti , R , Gupta , R , Wang , Y Y , Martin , A R , O'Connor , L J , Kaski , S , Marttinen , P , Palamara , P F , Lippert , C & Ganna , A 2023 , ' HAPNEST :

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