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Year of publication
Subject
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Synthetic data 25 synthetic data 24 Artificial intelligence 17 Künstliche Intelligenz 17 Theorie 14 Theory 14 Synthetic Data 8 Forecasting model 7 Machine learning 7 Prognoseverfahren 7 Data protection 5 Datenschutz 5 Neural networks 5 Neuronale Netze 5 Simulation 4 comparative studies 4 confidentiality 4 Credit risk 3 Data security 3 Datensicherheit 3 Deep learning 3 Financial market 3 Finanzmarkt 3 Kreditrisiko 3 Learning process 3 Lernprozess 3 Portfolio selection 3 Portfolio-Management 3 Risiko 3 Risk 3 Time series analysis 3 Zeitreihenanalyse 3 machine learning 3 Betrug 2 Cybersecurity 2 Data augmentation 2 Data collection 2 Data ecosystem 2 Data scarcity 2 Data sharing platform 2
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Online availability
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Undetermined 32 Free 22 CC license 1
Type of publication
All
Article 41 Book / Working Paper 16
Subcategories
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Article in journal 38 Working paper 14 Book section 3
Language
All
English 47 Undetermined 10
Author
All
Vilhuber, Lars 6 Miranda, Javier 3 Ardone, Armin 2 Bryant, Victoria L. 2 Burman, Leonard E. 2 Fichtner, Wolf 2 Gonzalez, Jesus David Terrazas 2 Karst, Fabian Sven 2 Kinsner, Witold 2 Kleinebrahm, Max 2 Leimeister, Jan Marco 2 Li, Mahei Manhai 2 McClelland, Robert 2 McKenna, Russell 2 Mizuno, Takayuki 2 Torriti, Jacopo 2 Abowd, John M. 1 Adams, Stephen 1 Ajaykumar, Shravishtha 1 Alfons, Andreas 1 Allen, David E. 1 Allen, Janet K. 1 Alonso, Andrés 1 Amsler, Christine Elaine 1 Aranjuelo, Nerea 1 Balch, Tucker 1 Balhara, Ansh 1 Banks, George C. 1 Behnen, Hannes 1 Beling, Peter 1 Benedetto, Gary 1 Berasategi, Maialen 1 Biddle, Nicholas 1 Boada-Gardenyes, Guillem 1 Bodea, Tudor 1 Borrajo, Daniel 1 Bowen, Claire McKay 1 Brodeur, Jason 1 Bryssinck, Johan 1 Carbó, José Manuel 1
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Institution
All
Census Bureau, Department of Commerce 3 National Bureau of Economic Research 2 Mathematica Policy Research 1 National Centre for Social and Economic Modelling (NATSEM), University of Canberra 1
Published in...
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Working Papers / Census Bureau, Department of Commerce 3 Working papers / U.S. Census Bureau, Center for Economic Studies 3 Electronic Markets 2 Journal of Intelligent Manufacturing 2 NBER working paper series 2 National tax journal 2 Quantitative finance 2 The impact of Artificial Intelligence on finance : transforming financial technologies 2 The review of socionetwork strategies 2 Applied economics 1 Cambridge journal of regions, economy and society 1 Computational Statistics & Data Analysis 1 Computational economics 1 Essays in honor of Subal Kumbhakar 1 HEC Paris research paper series 1 Intelligent systems in accounting, finance & management 1 International Journal of Agricultural and Environmental Information Systems (IJAEIS) 1 International Journal of Handheld Computing Research (IJHCR) 1 International Journal of Software Science and Computational Intelligence (IJSSCI) 1 International journal of forecasting 1 Journal of Geographical Systems 1 Journal of agricultural economics : JAE 1 Journal of business and psychology 1 Journal of payments strategy & systems 1 Journal of risk management in financial institutions 1 Journal of the Operational Research Society 1 Marketing Science 1 Mathematica Policy Research Reports 1 NATSEM Working Paper Series 1 Occasional paper 1 Operations research 1 Operations research forum 1 Oxford review of economic policy 1 PIDE working papers 1 Q open : a journal of agricultural, climate, environmental, food, resource, and rural development economics 1 Research in international business and finance 1 Statistical Methods and Applications 1 Statistics, Politics, and Policy 1 The Journal of finance and data science : JFDS 1 The journal of FinTech 1
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Source
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ECONIS (ZBW) 37 RePEc 10 EconStor 5 Other ZBW resources 4 BASE 1
Showing 1 - 50 of 54
 
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Building a globally competitive and ethically sound infrastructure for synthetic data
Ajaykumar, Shravishtha - 2026
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015641947
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SynDEc: A Synthetic Data Ecosystem
Karst, Fabian Sven; Li, Mahei Manhai; Leimeister, Jan Marco - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015409233
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SynDEc: A Synthetic Data Ecosystem
Karst, Fabian Sven; Li, Mahei Manhai; Leimeister, Jan Marco - 2025
Article
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Sheet metal localization using deep learning and synthetic data
Behnen, Hannes; Boada-Gardenyes, Guillem; Schmitt, Robert H. - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015605241
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Generating synthetic journal-entry data using variational autoencoder
Motai, Ryoki; Mashiko, Sota; Kawamata, Yuji; Shin, Ryota; … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015374607
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Asset demand systems via data augmentation : competition and differentiation in asset management
Handziuk, Yurii - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015410301
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GANs and synthetic financial data : calculating VaR
Allen, David E.; Mushunje, Leonard; Peiris, Shelton - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015443343
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Generation of synthetic financial time series by diffusion models
Takahashi, Tomonori; Mizuno, Takayuki - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015534204
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Synthetic data generation using finite element method to pre-train an image segmentation model for defect detection using infrared thermography
Pareek, Kaushal Arun; May, Daniel; Meszmer, Peter; Ras, … - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015410170
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Risk attitude, innovativeness, and financial literacy : a cross-occupational comparison of German farmers and foresters
Michels, Marius; Rieling, Jonas Adrian; Mußhoff, Oliver - 2024
Factors such as risk attitude, innovativeness, and financial literacy are crucial in agricultural and forest economics, especially amidst weather and market risks. Hence, understanding them is central for fostering a resilient primary sector. We surveyed 371 German farmers and 215 foresters in...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015053882
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Teaching Economics to the Machines
Chen, Hui; Cheng, Yuhan; Liu, Yanchu; Tang, Ke - 2026
Structural economic models, while parsimonious and interpretable, often exhibit poor data fit and limited forecasting performance. Machine learning models, by contrast, offer substantial flexibility but are prone to overfitting and weak out-of-distribution generalization. We propose a...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015593788
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Instant payments as the new normal : how much more money do the banks need?
Hellqvist, Matti; Korpinen, Kasperi - 2026
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015666878
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A note on synthetic data for replication purposes in agricultural economics
Wimmer, Stefan; Finger, Robert - 2023
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014342529
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Advancing organizational science through synthetic data : a path to enhanced data sharing and collaboration
Wang, Pengda; Loignon, Andrew C.; Shrestha, Sirish; … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015485908
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AI agents for synthetic data generation in finance : enhancing security, privacy, and predictive analytics
Janakiraman, Anantharaman - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015456468
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Synthetic data and federated learning : enhancing privacy-preserving financial AI models
Chauhan, Ankit; Prasad, Amit; Balhara, Ansh; Sharma, Seema - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015459457
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SolNet : open-source deep learning models for photovoltaic power forecasting across the globe
Depoortere, Joris; Driesen, Johan; Suykens, Johan; … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015441632
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ORLM : a customizable framework in training large models for automated optimization modeling
Huang, Chenyu; Tang, Zhengyang; Hu, Shixi; Jiang, Ruoqing; … - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015550980
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Should we trust the credit decisions provided by machine learning models?
Alonso, Andrés; Carbó, José Manuel - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015591300
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Interpretable GenAI : synthetic financial time series generation with probabilistic LSTM
Schwarz, Christian - 2025
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015604354
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Estimating the social and spatial impacts of Covid mitigation strategies in United Kingdom regions : synthetic data and dashboards
Wallace, Rosalind; Franklin, Rachel S.; Grant-Muller, … - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013541734
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Inflation in Pakistan : high-frequency estimation and forecasting
Memon, Sonan - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013464981
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A modified CTGAN-plus-features-based method for optimal asset allocation
Peña, José-Manuel; Suárez, Fernando; Larré, Omar; … - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014552083
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Synthetic Data and Social Science Research : Accuracy Assessments and Practical Considerations from the SIPP Synthetic Beta
Stanley, Jordan C.; Totty, Evan S. - 2024
Synthetic microdata - data retaining the structure of original microdata while replacing original values with modeled values for the sake of privacy - presents an opportunity to increase access to useful microdata for data users while meeting the privacy and confidentiality requirements for data...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015072920
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Protecting privacy and expanding access in a modern administrative tax data system
Burman, Leonard E.; Johnson, Barry; Bryant, Victoria L.; … - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015330234
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Harnessing synthetic data to address fraud in cross-border payments
Bryssinck, Johan; Jacobs, Tom; Simini, Filippo; … - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015329536
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Reinforcement prompting for financial synthetic data generation
Zuo, Xiangwu; Jiang, Anxiao Andrew; Zhou, Kaixiong - 2024
The emergence of Large Language Models (LLMs) has unlocked unprecedented potential for comprehending and generating human-like text, fueling advances in the finance domain - a tool that can shape investment strategies and market predictions. Nevertheless, challenges stemming from the necessity...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015454398
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Improving predictions of technical inefficiency
Amsler, Christine Elaine; James, Robert; Prokhorov, Artem; … - 2024
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014560423
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Using neural networks to model long-term dependencies in occupancy behavior
Kleinebrahm, Max; Torriti, Jacopo; McKenna, Russell; … - 2020
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012321385
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Using neural networks to model long-term dependencies in occupancy behavior
Kleinebrahm, Max; Torriti, Jacopo; McKenna, Russell; … - 2020
Models simulating household energy demand based on different occupant and household types and their behavioral patterns have received increasing attention over the last years due the need to better understand fundamental characteristics that shape the demand side. Most of the models described in...
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012317279
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Methodology for generating synthetic labeled datasets for visual container inspection
Delgado, Guillem; Cortés, Andoni; García, Sara; Loyo, … - 2023
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014381983
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Utility and risk evaluation of synthetic data by orthogonal transformation
Sano, Natsuki - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013277159
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The generation of synthetic data for risk modelling
Hurst, James; Mayorov, Kirill; Tatsinkou, Joseph … - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013391978
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Synthetic individual income tax data : promises and challenges
Bowen, Claire McKay; Bryant, Victoria L.; Burman, Leonard E. - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013548750
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Copula-based synthetic data generation in firm-size variables
Fujimoto, Shouji; Ishikawa, Atushi; Mizuno, Takayuki - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013461765
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Improving patient flow in a primary care clinic
Preuss, Nathan; Guo, Lin; Allen, Janet K.; Mistree, Farrokh - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013461864
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Synthetic data generation with deep generative models to enhance predictive tasks in trading strategies
Carvajal-Patiño, Daniel; Ramos-Pollán, Raul - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014248759
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Generative adversarial networks for data augmentation and transfer in credit card fraud detection
Langevin, Alex; Cody, Tyler; Adams, Stephen; Beling, Peter - 2022
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012872896
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Artificial intelligence research in finance : discussion and examples
Veloso, Manuela M.; Balch, Tucker; Borrajo, Daniel; … - 2021
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012655293
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Using partially synthetic microdata to protect sensitive cells in business statistics
Miranda, Javier; Vilhuber, Lars - 2016
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10011455403
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Looking back on three years of using the synthetic LBD beta
Miranda, Javier; Vilhuber, Lars - 2014
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10010475544
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LOOKING BACK ON THREE YEARS OF USING THE SYNTHETIC LBD BETA
Miranda, Javier; Vilhuber, Lars - 2014
Book / Working Paper
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A first step towards a German SynLBD : constructing a German longitudinal business database
Drechsler, Jörg; Vilhuber, Lars - 2014
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10010475535
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A FIRST STEP TOWARDS A GERMAN SYNLBD: CONSTRUCTING A GERMAN LONGITUDINAL BUSINESS DATABASE
Drechsler, Jorg; Vilhuber, Lars - 2014
Book / Working Paper
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A Process for Increasing the Samples of Coffee Rust Through Machine Learning Methods
Corrales, David Camilo; Corrales, Juan Carlos; … - 2018
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012042788
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Dynamically Consistent Noise Infusion and Partially Synthetic Data as Confidentiality Protection Measures for Related Time Series
Abowd, John M.; Gittings, Kaj; McKinney, Kevin L.; … - 2012
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10010859508
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Zero-Crossing Analysis and Information Divergence of Lévy Walks for Real-Time Feature Extraction
Gonzalez, Jesus David Terrazas; Kinsner, Witold - 2016
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012045165
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Zero-Crossing Analysis of Lévy Walks and a DDoS Dataset for Real-Time Feature Extraction: Composite and Applied Signal Analysis for Strengthening the Internet-of-Things Against DDoS Attacks
Kinsner, Witold; Gonzalez, Jesus David Terrazas - 2016
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10012048031
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USING LINKED EMPLOYER-EMPLOYEE DATA TO UNDERSTAND LABOR MARKETS AND IMPROVE DATA PRODUCTS
Benedetto, Gary - 2007
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10009450841
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Robust estimation for survival partially linear single-index models
Wang, Xiaoguang; Shi, Xinyong - 2014
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10010906919
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Evaluating the impact of data quantity, distribution and algorithm selection on the accuracy of 3D subsurface models using synthetic grid models of varying complexity
MacCormack, Kelsey; Brodeur, Jason; Eyles, Carolyn - 2013
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10010867941
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‘Small Area Social Indicators for the Indigenous Population: Synthetic data methodology for creating small area estimates of Indigenous disadvantage’
Vidyattama, Yogi; Tanton, Robert; Biddle, Nicholas - 2013
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10010721856
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Data, Statistics, and Controversy: Making Science Research Data Intelligible
Sedransk, Nell; Young, Linda J.; Spiegelman, Cliff - 2012
Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014621093
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