Data Generation Publications

Publications in Data Generation

Explore the most influential research papers and scholarly works that have shaped Data Generation. Use the concept filter below to focus on a specific sub-area of research.

Data Generation

751

Publications

38.8K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
BioGPT: generative pre-trained transformer for biomedical text generation and mining Renqian Luo, Liai Sun, Yingce Xia, Briefings in Bioinformatics Llm Fine-tuningEngineeringMachine LearningMultilingual PretrainingLarge Language Model	2022	920
Generating surrogate data for time series with several simultaneously measured variables Dean Prichard, James Theiler Physical Review Letters EngineeringSurrogate DataData SurrogateData GenerationData Science	1994	640
Model-Free Renewable Scenario Generation Using Generative Adversarial Networks Yize Chen, Yishen Wang, Daniel S. Kirschen, IEEE Transactions on Power Systems EngineeringMachine LearningSolar GenerationGenerative SystemData Generation	2018	621
Learning from imbalanced data sets with boosting and data generation Hongyu Guo, Herna L. Viktor ACM SIGKDD Explorations Newsletter Artificial IntelligenceEngineeringMachine LearningBase ClassifierText Mining	2004	600
Expanding Qualitative Research Interviewing Strategies: Zoom Video Communications Lisa Gray, Gina Wong‐Wylie, Gwen R. Rempel, The Qualitative Report EngineeringVideo ConferencingQualitative ResearchersMobile CollaborationCommunication	2020	598
Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models Gabriel Lima Guimaraes, Benjamín Sánchez-Lengeling arXiv (Cornell University) Artificial IntelligenceData GenerationMusicEngineeringMachine Learning	2017	494
Creating synthetic baseline populations Richard J. Beckman, Keith Baggerly, Michael D. McKay Transportation Research Part A Policy and Practice Data GenerationBiostatisticsGenetic VariationSynthetic Baseline PopulationsPublic Health	1996	494
Long Text Generation via Adversarial Training with Leaked Information Jiaxian Guo, Sidi Lu, Han Cai, Proceedings of the AAAI Conference on Artificial Intelligence Artificial IntelligenceLeaked InformationEngineeringMachine LearningGenerative System	2018	413
Deep feature synthesis: Towards automating data science endeavors James Max Kanter, Kalyan Veeramachaneni Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolStatistical Relational Learning	2015	401
Texygen Yaoming Zhu, Sidi Lu, Lei Zheng, Data GenerationNatural Language ProcessingRetrieval Augmented GenerationEngineeringText Generation	2018	387
<b>synthpop</b>: Bespoke Creation of Synthetic Data in <i>R</i> Beata Nowok, Gillian Raab, Chris Dibben Journal of Statistical Software EngineeringData PreparationData PreservationData GenerationData Science	2016	370
Quickly generating billion-record synthetic databases Jim Gray, Prakash Sundaresan, Susanne Englert, EngineeringProbabilistic DatabasesData GenerationDatabase BenchmarkingData Science	1994	349

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