synthetic-data

Documents about synthetic-data

• Animarium: an open, reproducible pipeline for synthetic populations of Italian cities, from ISTAT sources to open data (Tech Report v1)#984236arXiv (All)
• DBCLS BioHackathon 2026 report: Variant representation in RDF for precision medicine#1001778OSF
• Do Social Patterns Hold in Synthetic Data? Analyzing Cyberbullying Dynamics in LLM-Generated and Authentic Dialogues#1011283arXiv (All)
• A Scoping Review of Synthetic Data Generation by Language Models in Biomedical Research and Application: Data Utility and Quality Perspectives#164216Springer Nature OA
• Can synthetic data overcome the privacy and fidelity bottleneck in Pharmacometrics? A comparative benchmark using a daptomycin population pharmacokinetic model#329357bioRxiv / medRxiv
• Distributed machine learning systems including generation of synthetic data — Nantomics, Llc (US12518214B2)#607041Google Patents
• Self-Bootstrapping Automated Program Repair: Using LLMs to Generate and Evaluate Synthetic Training Data for Bug Repair#611302arXiv (OAI Expanded)
• Self-Bootstrapping Automated Program Repair: Using LLMs to Generate and Evaluate Synthetic Training Data for Bug Repair#612779arXiv (All)
• SynQ-Breast: a flexible deep learning framework for quantitative MRI of breast tumors via synthetic data with IVIM-MRI validation.#662694NCBI PubMed Central
• NousResearch/hermes-function-calling-v1#786574Hugging Face Datasets
• When Synthetic Data Hurts: On Catastrophic Forgetting in Skill Retrieval for LLM Agents#997742arXiv (All)
• A new cancer progression model: From synthetic tumors to real data and back#309473PLOS
• Beyond Pixel Similarity: Task-Aware Evaluation of GAN-Based Synthetic Sonar Data for Robotic Perception#1011799arXiv (All)
• When Audit Quality Fails to Predict Downstream Utility: A Counterfactual Study of Synthetic-Data Selectors for Low-Resource African NLP#1013116arXiv (All)
• SynthCraft: An AI partner for synthetic data generation to support data access and augmentation in healthcare.#167733Apollo
• User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation#155526arXiv (OAI)
• A synthetic oversampling-based customized ResNet51-Conv1D framework for early colorectal cancer prediction using structured clinical data from the PLCO screening trial.#209556NCBI PubMed Central
• Who Bears the Risk When Generative AI Enters Transport? A Distributional Sociotechnical Audit of Algorithmic Equity, Synthetic-Data Validity, and Public Trust#999127arXiv (All)
• An End-to-End Synthetic Oncology Clinical Trial Framework Integrating Radiographic Response, Circulating Tumor DNA, Safety, and Survival for Decision-Oriented Clinical Data Science#160452bioRxiv / medRxiv
• Replication Data for: From tables to microdata: A multivariate synthetic approach for studying economic inequality, with an application to the Netherlands 1950-1976#365512Social Sciences and Digital Humanities Archive
• Validating methods for inferring co-occurring diseases: a flexible framework for simulating synthetic data#965547Bielefeld Pub
• AR-based MEP Progress Monitoring using BIM and Synthetic Data#7835HAL (France)
• An End-to-End Synthetic Oncology Clinical Trial Framework Integrating Radiographic Response, Circulating Tumor DNA, Safety, and Survival for Decision-Oriented Clinical Data Science#164879Unpaywall
• Addressing the Challenges in Using Synthetic Data for Health Research: Application to Cardiology.#423301PubMed
• Reciprocal-Margin Topology Oversampling: A Local Graph Model for Boundary-Screened Learning from Imbalanced Tabular Data#444237Zenodo (CERN)
• Synthetic training data for neural networks in optical scanners used in the foundry industry / Jonathan Zender, Bernd Pinzer, Alois Herkommer, Michael Layh#664622Deutsche Nationalbibliothek
• Replication Data for: Empirical Analysis of Collaboration Patterns and Performance in Small Samples of iGEM Synthetic Biology Competition Teams#1041568Tecnológico de Monterrey Dataverse OAI Archive
• Iceberg detection from global open ocean sentinel-1 wave mode SAR data with YOLO deep learning#8202HAL (France)
• Constructing and analyzing a synthetic life course cohort based on pooling two data sources: A case study of early adulthood depression symptomatology and late-life cognition#403776bioRxiv / medRxiv
• Enhancing IoT Attack Detection Through SMOTE-Based Class Balancing: A Comparative Analysis of Machine Learning Algorithms#667418ARPHA OAI-PMH Endpoint
• A Glimpse into Policy Informatics: The Case of Participatory Platforms that Generate Synthetic Empathy#679153OpenAlex
• OUT-OF-DISTRIBUTION RELIABILITY ESTIMATION FOR DRONE OBJECT DETECTION UNDER UNSEEN-DRONE SIMILARITY SHIFT USING SYNTHETIC DATA#965906Calhoun
• An LLM-based synthetic data generation approach for addressing class imbalance in malicious traffic detection#397214Springer Nature OA
• The Effect of Human v/s Synthetic Test Data and Round-Tripping on Assessment of Sentiment Analysis Systems for Bias#413222Scholar Commons
• A Review of Generative Models in Generating Synthetic Attack Data for Cybersecurity#671750OpenAlex
• jasperai/monet#786908Hugging Face Datasets
• Systematic Effects of Hydrogen and Helium Atmosphere Mismatch on Radius Inference in PSR~J0740+6620-like Synthetic NICER Data#1034587arXiv (All)
• Data from: Aim high, stay private: Differentially private synthetic data enables public release of behavioral health information with high utility#28903DataCite
• WITHDRAWN: The Causal Impact of Natural Language Processing-Driven Clinical Decision Support on Sepsis Mortality in England: An Augmented Synthetic Control Analysis of NHS Trust-Level Data#10152bioRxiv / medRxiv
• Right-to-Carry Laws and Violent Crime: A Comprehensive Assessment Using Panel Data and a State-Level Synthetic Control Analysis#21228NBER
• The utilization of Sentinel-1 and intermittent SBAS DInSAR for enhanced deformation monitoring of geohazards#649263University of Nottingham Repository
• Regularized machine learning for system identification of ship free-running manoeuvres from CFD-based synthetic data: a comparative study / R. F. Suárez, J. Berndt, M. Abdel-Maksoud#628877Deutsche Nationalbibliothek
• Distributional Validity and Calibration of a Korean Synthetic Persona Panel for Digital and AI Service Use: A Secondary-Data Validation Against the Korea Media Panel Survey#788862arXiv (OAI Expanded)
• Distributional Validity and Calibration of a Korean Synthetic Persona Panel for Digital and AI Service Use: A Secondary-Data Validation Against the Korea Media Panel Survey#792866arXiv (All)
• Aerial navigation based on SAR imaging and reference geospatial data#155968HAL (France)
• An overview of the use of cutting-edge artificial intelligence (AI) modeling to produce synthetic medical data (SMD) in decentralized clinical machine learning (ML) for ovarian cancer(OC) and ovarian lymphoma(OL).#247735NCBI PubMed Central
• Does active sampling prevent textual degradation in recursive training?#654783RI UFPE
• Unsupervised Statistical Models for Anomaly Detection in Industrial Natural Gas Consumption with Synthetic Data#313196Repositorio institucional Séneca
• 1D and 2D Nuclear Magnetic Resonance spectra raw data for the compounds huajiaosimuline and related synthetic and natural pyranoquinolones.#406586RDA UNR Dataverse OAI Archive
• The Economics of Model Collapse: Equilibrium, Welfare, and Optimal Provenance Subsidies in Synthetic Data Markets#614053arXiv (OAI Expanded)