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Collaborative learning from distributed data with differentially private synthetic data

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DOI
10.1186/s12911-024-02563-7
Prediger, Lukas; Jälkö, Joonas; Honkela, Antti ; Kaski, Samuel
Bmc medical informatics and decision making2024Publicationer information ikon

DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation

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DOI
10.1007/978-3-031-72691-0_26
Peng, Yi Hao; Huq, Faria; Jiang, Yue; Wu, Jason; Li, Xin Yue; Bigham, Jeffrey P.; Pavel, Amy
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and ...2024Publicationer information ikon

Experiences on generating synthetic medical data with GAN models

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Pölönen, Harri; Loppi, Niki; Hundt, Christian
FCAI AI Day 20212021Publicationer information ikon

Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources

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DOI
10.1145/3662004.3663553
Bañuelos, Julián Jerónimo; Sigg, Stephan; He, Jiayuan; Salim, Flora; Costa-Requena, Jose
International Workshop on Networked AI Systems2024Publicationer information ikon

Revealing the influence of semantic similarity on survey responses: A synthetic data generation approach

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DOI
10.1109/ACCESS.2025.3546565
Lehtonen, Esko; Buder-Grondahl, Tommi; Nordhoff, Sina
IEEE access2025Publicationer information ikon

Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

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10.1055/a-2385-1355
Montoya Perez, Ileana; Movahedi, Parisa; Nieminen, Valtteri; Airola, Antti; Pahikkala, Tapio
Methods of Information in Medicine2024Publicationer information ikon

Generating realistic synthetic population datasets

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DOI
10.1145/3182383
Wu, Hao; Ning, Yue; Chakraborty, Prithwish; Vreeken, Jilles; Tatti, Nikolaj; Ramakrishnan, Naren
ACM Transactions on Knowledge Discovery from Data2018Publicationer information ikon

The use of synthetic aperture radar data on modeling of forest canopy covered by snow

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Arslan, A.; Koskinen, J.; Pulliainen, J.; Hallikainen, M.
International Union of Radio Science (URSI)2000Publicationer information ikon

Assignment of a Synthetic Population for Activity-Based Modeling Employing Publicly Available Data

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DOI
10.3390/ijgi11020148
Agriesti, Serio; Roncoli, Claudio; Nahmias-Biran, Bat Hen
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION2022Publicationer information ikon

Synthetic biology and biocolours

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Toivari, Mervi; Hilditch, Satu; Szilvay, Géza; Arias Barrantes, Manuel; Molnar, Istvan; Penttilä, Me...
Aalto ARTS Books2023

Collaborative learning from distributed data with differentially private synthetic data

Referentgranskad
Öppen tillgång
DOI
10.1186/s12911-024-02563-7
2024

DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation

Referentgranskad
DOI
10.1007/978-3-031-72691-0_26
2024

Experiences on generating synthetic medical data with GAN models

Öppen tillgång
2021

Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources

Referentgranskad
Öppen tillgång
DOI
10.1145/3662004.3663553
2024

Revealing the influence of semantic similarity on survey responses: A synthetic data generation approach

Referentgranskad
Öppen tillgång
DOI
10.1109/ACCESS.2025.3546565
2025

Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

Referentgranskad
Öppen tillgång
DOI
10.1055/a-2385-1355
2024

Generating realistic synthetic population datasets

Referentgranskad
DOI
10.1145/3182383
2018

The use of synthetic aperture radar data on modeling of forest canopy covered by snow

Referentgranskad
2000

Assignment of a Synthetic Population for Activity-Based Modeling Employing Publicly Available Data

Referentgranskad
Öppen tillgång
DOI
10.3390/ijgi11020148
2022

Synthetic biology and biocolours

Öppen tillgång
2023