Search Results - "Synthetic data"

Specification-Driven Synthetic Tabular Data Generation for System Validation and Management Decision Support.

Authors: Boukhryss, Mohammed Said Ouadrassi, Nihad Lechhab Azmani, Abdellah et al.

Source: Journal of Logistics, Informatics & Service Science. 2026, Vol. 13 Issue 7, p207-225. 19p.

Use of CART and Gaussian Copula for synthetic data generation: A comparative study on the effects of COVID-19 on education and mental health.

Authors: Palmito dos Santos, Denize Vasconcelos, Julio Cezar Souza

Source: Communications in Statistics: Case Studies & Data Analysis. Jun2026, p1-21. 21p. 5 Illustrations.

Synthetic defect geometries of cast metal objects modeled via 2d Voronoi tessellations.

Authors: Jeziorski, Natascha Gospodnetić, Petra Redenbach, Claudia

Source: Journal of Mathematics in Industry. 6/30/2026, Vol. 16 Issue 1, p1-21. 21p.

Mumtathil: Automatic PDPL compliance identification system of Arabic privacy policies documents.

Authors: Mashaabi, Malak Al-Khalifa, Hend

Source: PLoS ONE. 6/10/2026, Vol. 21 Issue 6, p1-25. 25p.

Synthetic Expansion of Blood Dielectric Spectra at Microwave Frequencies Using Data-Driven Methods.

Authors: Alhummada, Iman Bialkowski, Alina Guo, Lei et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 11, p3580. 19p.

Scenario-Driven Synthetic Data Generation Framework for Visual Perception Evaluation Under Adverse Driving Conditions.

Authors: Xu, Wei Gruyer, Dominique Duminil, Alexandra et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 11, p3464. 36p.

Benchmarking Time-Series Artificial Intelligence Architectures for Wearable Sensor-Based Fall Prediction: A Synthetic Data Simulation Framework.

Authors: Sykes, Edward R. Maghsoudimehrabani, Mohammad Al-Shanoon, Abdulrahman

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 11, p3326. 14p.

LesionDiff: Synthetic data via lesion information transfer diffusion model facilitates plant disease diagnosis.

Authors: Wu, Xingcai Wan, Qiaoling Yu, Ya et al.

Source: Crop Journal (2095-5421). Jun2026, Vol. 14 Issue 3, p1051-1063. 13p.

Fully synthetic replication of complex real biological cell clusters using a novel cluster-based 'Rosetta-Routine' computational modelling process.

Authors: Mason, Bradley Justham, Laura Whitby, Liam et al.

Source: PLoS Computational Biology. 5/29/2026, Vol. 22 Issue 5, p1-29. 29p.

High‐Fidelity Synthetic Data Replicates Clinical Prediction Performance in a Million‐Patient Diabetes Cohort.

Authors: Ortuño, Francisco de la Oliva Roque, Víctor M. Ramirez‐Lopez, Javier‐Ignacio et al.

Source: Advanced Science. 5/22/2026, Vol. 13 Issue 29, p1-17. 17p.

S-Gens: Structure-Aware Synthetic Data Generation for Enhancing Reasoning-Intensive Dense Retrieval.

Authors: Lei, Zhou Xu, Yanqi Chen, Shengbo

Source: Information. May2026, Vol. 17 Issue 5, p413. 30p.

Improving Classification of Hand Osteoarthritis Using Deep Learning with Synthesized Data and Focal Loss Optimization.

Authors: Tank, Hetali Cao, Zhen Shan, Juan et al.

Source: Algorithms. May2026, Vol. 19 Issue 5, p414. 23p.

Ground Penetrating Radar for Subsurface Utility Detection: Methods, Challenges, and Future Directions.

Authors: Gao, Sijie Hu, Da

Source: Sensors (14248220). May2026, Vol. 26 Issue 9, p2708. 36p.

Automated Synthetic Traffic Dataset Generation via Diffusion-Based Inpainting Pipeline.

Authors: Gachulinec, Daniel Cvacho, Viktoria Jakubec, Maros et al.

Source: AI. May2026, Vol. 7 Issue 5, p153. 26p.

Synthetic Data-Driven Exoskeleton Control via Contralateral Gait Fusion for Variable-Speed Walking.

Authors: Shi, Jingshu Zhu, Hongwu Yang, Yifei et al.

Source: Biomimetics (2313-7673). May2026, Vol. 11 Issue 5, p319. 12p.

Privacy-Aware Synthetic Tabular Data Generation for Healthcare: Application to Sepsis Detection.

Authors: Macias-Fassio, Eric Morales, Aythami Pruenza, Cristina et al.

Source: Bioengineering (Basel). May2026, Vol. 13 Issue 5, p511. 27p.

ДИФУЗІЙНІ МОДЕЛІ ДЛЯ СТВОРЕННЯ СИНТЕТИЧНИХ НАБОРІВ ДАНИХ В ІНТЕЛЕКТУАЛЬНИХ СИСТЕМАХ ДЕТЕКТУВАННЯ ВИБУХОНЕБЕЗПЕЧНИХ ПРЕДМЕTIB.

Alternate Title: DIFFUSION MODELS FOR CREATING SYNTHETIC DATASETS IN INTELLIGENT SYSTEMS OF EXPLOSIVE ORDNANCE DETECTION.

Authors: МІЩУК, В. В. ФЕСЕНКО, Г. В. ХАРЧЕНКО, В. С. et al.

Source: Cybernetics & Systems Analysis / Kibernetyka ta Systemnyi Analiz. 2026, Issue 3, p3-18. 16p.

Deep Learning-Based Pose and Shape Estimation of the Human Body at a Disaster Site Utilizing Synthetic Disaster Scene Generation.

Authors: Nishioka, Ken Zhu, Zechen Kanai, Satoshi et al.

Source: Computer-Aided Design & Applications. 2026, Vol. 23 Issue 5, p572-589. 18p.

Generating Multivariate Financial Time Series with MSSTD-Diff: Multiscale Spatial–Temporal Dynamics Diffusion Model.

Authors: Wang, Miao Hirsa, Ali Li, Chenkai

Source: Journal of Financial Data Science. Spring2026, Vol. 8 Issue 2, p73-96. 24p.

Machine Learning-Based Time Series Analysis for Cryptocurrency Price Prediction using Synthetic Data.

Authors: Satyam, K. Likhitha, Desman

Source: International Scientific Journal of Engineering & Management. Mar2026, Vol. 5 Issue 3, p1-4. 4p.