Matthew I. Swindall

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Probability Measures

Visual Patterns

Ensemble Classification

Character Recognition

Top Venues

Publications

Matthew I. Swindall, Kritagya Upadhyay, James H. Brusuelas, Graham West, John F. Wallin
Smart Digital Edition Management: A Blockchain Framework for Papyrology. SIGMIS-CPR (2024)
Graham West, Matthew I. Swindall, Ben Keener, Timothy Player, Alex C. Williams, James H. Brusuelas, John F. Wallin
Incorporating Crowdsourced Annotator Distributions into Ensemble Modeling to Improve Classification Trustworthiness for Ancient Greek Papyri. J. Data Min. Digit. Humanit. 2024 (2024)
Matthew I. Swindall, Graham West, James H. Brusuelas, Alex C. Williams, John F. Wallin
Towards a Platform for AI-Assisted Papyrology (short paper). IUI Workshops (2024)
Graham West, Matthew I. Swindall, Ben Keener, Timothy Player, Alex C. Williams, James H. Brusuelas, John F. Wallin
An Approach for Noisy, Crowdsourced Datasets Utilizing Ensemble Modeling, 'Human Softmax' Distributions, and Entropic Measures of Uncertainty. CoRR (2022)
Matthew I. Swindall, Timothy Player, Ben Keener, Alex C. Williams, James H. Brusuelas, Federica Nicolardi, Marzia D'Angelo, Claudio Vergara, Michael McOsker, John F. Wallin
Dataset Augmentation in Papyrology with Generative Models: A Study of Synthetic Ancient Greek Character Images. IJCAI (2022)
Matthew I. Swindall, Gregory Croisdale, Chase C. Hunter, Ben Keener, Alex C. Williams, James H. Brusuelas, Nita Krevans, Melissa Sellew, Lucy Fortson, John F. Wallin
Exploring Learning Approaches for Ancient Greek Character Recognition with Citizen Science Data. e-Science (2021)