Search Results - subject:"synthetic data"

Generating synthetic journal-entry data using variational autoencoder

Motai, Ryoki; Mashiko, Sota; Kawamata, Yuji; Shin, Ryota; … - 2025

Persistent link: https://www.econbiz.de/10015374607

Karst, Fabian Sven; Li, Mahei Manhai; Leimeister, Jan Marco - In: Electronic Markets 35 (2025) 1

complex privacy regulations, we introduce a synthetic data sharing ecosystem (SynDEc) using generative AI. Employing design … synthetic data sharing ecosystem for financial institutions. The derived design principles highlight synthetic data setup … viability for financial services, and offer practical guidance for privacy-resilient synthetic data sharing, laying groundwork …

Persistent link: https://www.econbiz.de/10015409233

Asset demand systems via data augmentation : competition and differentiation in asset management

Handziuk, Yurii - 2025

Persistent link: https://www.econbiz.de/10015410301

Risk attitude, innovativeness, and financial literacy : a cross-occupational comparison of German farmers and foresters

Michels, Marius; Rieling, Jonas Adrian; Mußhoff, Oliver - In: Q open : a journal of agricultural, climate, … 4 (2024) 1, pp. 1-22

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/10015053882

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, … - In: Journal of Intelligent Manufacturing 36 (2024) 3, pp. 1879-1905

representativeness of synthetic data was thoroughly investigated at various steps of the framework, and the image segmentation model was …

Persistent link: https://www.econbiz.de/10015410170

A note on synthetic data for replication purposes in agricultural economics

Wimmer, Stefan; Finger, Robert - In: Journal of agricultural economics : JAE 74 (2023) 1, pp. 316-323

Persistent link: https://www.econbiz.de/10014342529

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, … - In: Cambridge journal of regions, economy and society 15 (2022) 3, pp. 683-702

Persistent link: https://www.econbiz.de/10013541734

Inflation in Pakistan : high-frequency estimation and forecasting

Memon, Sonan - 2022

Persistent link: https://www.econbiz.de/10013464981

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/10012321385

A generic business process model for conducting microsimulation studies

Burgard, Jan Pablo; Dieckmann, Hanna; Krause, Joscha; … - In: Statistics in Transition New Series 21 (2020) 4, pp. 191-211

Microsimulations make use of quantitative methods to analyze complex phenomena in populations. They allow modeling socioeconomic systems based on micro-level units such as individuals, households, or institutional entities. However, conducting a microsimulation study can be challenging. It often...

Persistent link: https://www.econbiz.de/10012600252