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Synthetic data
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Keyword
keyword
Synthetic data
RIS
0.002
(Research Intensity Score)
Papers
327
Top papers
A comprehensive review of synthetic data generation in smart farming by using variational autoencoder and generative adversarial network
2024 · 247 citations
Generative AI for synthetic data across multiple medical modalities: A systematic review of recent developments and challenges
2025 · 103 citations
Survey on Synthetic Data Generation, Evaluation Methods and GANs
2022 · 378 citations
CTAB-GAN+: enhancing tabular data synthesis
2024 · 109 citations
SYN-GAN: A robust intrusion detection system using GAN-based synthetic data for IoT security
2024 · 75 citations
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification
2018 · 1932 citations
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs
2020 · 390 citations
Quantifying nitrous oxide production rates from nitrification and denitrification under various moisture conditions in agricultural soils: Laboratory study and literature synthesis
2023 · 116 citations
Predicting Employee Attrition: XAI-Powered Models for Managerial Decision-Making
2025 · 29 citations
Newest papers
Robust out-of-distribution prediction of Buchwald–Hartwig reactions
2026 · 2 citations
Explainable Machine Learning Using VOC Profiles for Sausage Spoilage Prediction Enhanced by GAN-Augmented Data
2026 · 4 citations
3D Segmentation of Multi-contrast Cardiac Magnetic Resonances With Topological Correction and Synthetic Data Augmentation
2026 · 2 citations
Synthetic data-driven explainable machine learning for groundwater salinity prediction in the Al-Qatif coastal aquifer of Saudi Arabia
2026 · 2 citations
Synthetic PET and CT Data using Generative Model in Projection Domain
2026
The Radix Mismatch Invariant: Mathematical Formalization of Epistemic Compression Penalties in Complex Physical and Computational Systems
2026
The Radix Mismatch Invariant: Mathematical Formalization of Epistemic Compression Penalties in Complex Physical and Computational Systems
2026
CanIonSynth: Synthetic CT generator for aerosol cans and ionization chambers
2026
Multi-Objective Gravity Data Inversion for Basement Depth Estimation in Sedimentary Basins
2026
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