Concepedia

Ellyn Ayton

EA

5

Publications

177

Citations

5

H-Index

2017

Active since

Affiliations

Pacific Northwest National Laboratory(Current)

Ellyn Ayton is an author at Pacific Northwest National Laboratory specializing in natural language processing, data science, and engineering.

Top concepts

EngineeringData ScienceNatural Language ProcessingText MiningMachine LearningArtsFake NewsJournalismLinguisticsSocial Media

Publications per year

2017–2022

5

Publications

5

Forecasting influenza-like illness dynamics for military populations using neural networks and social media

Svitlana Volkova, Ellyn Ayton, Katherine Porterfield et al. · PLoS ONE · 2017 · 108 citations · Full text

Engineering, Machine Learning, Computational Epidemiology +24

Explaining Multimodal Deceptive News Prediction Models

Svitlana Volkova, Ellyn Ayton, Dustin Arendt et al. · Proceedings of the International AAAI Conference on Web and Social Media · 2019 · 22 citations · Full text

Fake News, Engineering, Machine Learning +19

Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models

Maria Glenski, Ellyn Ayton, Dustin Arendt et al. · arXiv (Cornell University) · 2017 · 20 citations · Full text

Fake News, Engineering, Machine Learning +16

Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned

Sameera Horawalavithana, Ellyn Ayton, Shivam Sharma et al. · 2022 · 17 citations · Full text

Engineering, Chemical Analysis, Computational Chemistry +24

Multilingual Multimodal Digital Deception Detection and Disinformation Spread across Social Platforms

Maria Glenski, Ellyn Ayton, Josh Mendoza et al. · arXiv (Cornell University) · 2019 · 10 citations · Full text

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