John F. Wallin

According to our database, John F. Wallin authored at least 23 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Incorporating Crowdsourced Annotator Distributions into Ensemble Modeling to Improve Classification Trustworthiness for Ancient Greek Papyri.

Graham West, Matthew I. Swindall, Ben Keener, Timothy Player, Alex C. Williams, James H. Brusuelas, John F. Wallin

J. Data Min. Digit. Humanit., 2024

Smart Digital Edition Management: A Blockchain Framework for Papyrology.

Matthew I. Swindall, Kritagya Upadhyay, James H. Brusuelas, Graham West, John F. Wallin

Proceedings of the 2024 Computers and People Research Conference, 2024

Towards a Platform for AI-Assisted Papyrology (short paper).

Matthew I. Swindall, Graham West, James H. Brusuelas, Alex C. Williams, John F. Wallin

Proceedings of the Joint Proceedings of the ACM IUI 2024 Workshops co-located with the 29th Annual ACM Conference on Intelligent User Interfaces (IUI 2024), 2024

2023

A robust fitness function and genetic algorithm to morphologically constrain the dynamics of interacting galaxies.

Graham West, M. Ogden, John F. Wallin

Astron. Comput., January, 2023

2022

A kernel mixing strategy for use in adaptive Markov chain Monte Carlo and stochastic optimization contexts.

Graham West, Zachariah Sinkala, John F. Wallin

Frontiers Appl. Math. Stat., 2022

An Approach for Noisy, Crowdsourced Datasets Utilizing Ensemble Modeling, 'Human Softmax' Distributions, and Entropic Measures of Uncertainty.

Graham West, Matthew I. Swindall, Ben Keener, Timothy Player, Alex C. Williams, James H. Brusuelas, John F. Wallin

CoRR, 2022

Dataset Augmentation in Papyrology with Generative Models: A Study of Synthetic Ancient Greek Character Images.

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

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Exploring Learning Approaches for Ancient Greek Character Recognition with Citizen Science Data.

Matthew I. Swindall, Gregory Thomas Croisdale, Chase C. Hunter, Ben Keener, Alex C. Williams, James H. Brusuelas, Nita Krevans, Melissa Sellew, Lucy Fortson, John F. Wallin

Proceedings of the 17th IEEE International Conference on eScience, 2021

2016

Leveraging Pattern Recognition Consistency Estimation for Crowdsourcing Data Analysis.

Lior Shamir, Derek Diamond, John F. Wallin

IEEE Trans. Hum. Mach. Syst., 2016

JSPAM: A restricted three-body code for simulating interacting galaxies.

John F. Wallin, Anthony J. Holincheck, Allen Harvey

Astron. Comput., 2016

2015

Improving Software Citation and Credit.

Alice Allen, G. Bruce Berriman, Kimberly DuPrie, Jessica Mink, Robert J. Nemiroff, Thomas Robitaille, Lior Shamir, Keith Shortridge, Mark B. Taylor, Peter J. Teuben, John F. Wallin

CoRR, 2015

Proteus: A platform for born digital critical editions of literary and subliterary papyri.

Alex C. Williams, Annapaola Santarsiero, Chiara Meccariello, Gertjan Verhasselt, Hyrum D. Carroll, John F. Wallin, Dirk Obbink, James H. Brusuelas

Proceedings of the 2nd Digital Heritage International Congress, 2015

2014

Combining human and machine learning for morphological analysis of galaxy images.

Evan Kuminski, Joe George, John F. Wallin, Lior Shamir

CoRR, 2014

Astrophysics Source Code Library Enhancements.

Robert J. Hanisch, Alice Allen, G. Bruce Berriman, Kimberly DuPrie, Jessica Mink, Robert J. Nemiroff, Judy Schmidt, Lior Shamir, Keith Shortridge, Mark B. Taylor, Peter J. Teuben, John F. Wallin

CoRR, 2014

Identification of Ancient Greek Papyrus Fragments Using Genetic Sequence Alignment Algorithms.

Alex C. Williams, Hyrum D. Carroll, John F. Wallin, James H. Brusuelas, Lucy Fortson, Anne-Françoise J. Lamblin, Haoyu Yu

Proceedings of the 10th IEEE International Conference on e-Science, 2014

A computational pipeline for crowdsourced transcriptions of Ancient Greek papyrus fragments.

Alex C. Williams, John F. Wallin, Haoyu Yu, Marco Perale, Hyrum D. Carroll, Anne-Françoise J. Lamblin, Lucy Fortson, Dirk Obbink, Chris J. Lintott, James H. Brusuelas

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Ideas for Advancing Code Sharing (A Different Kind of Hack Day).

Peter J. Teuben, Alice Allen, G. Bruce Berriman, Kimberly DuPrie, Robert J. Hanisch, Jessica Mink, Robert J. Nemiroff, Lior Shamir, Keith Shortridge, Mark B. Taylor, John F. Wallin

CoRR, 2013

Astrophysics Source Code Library: Incite to Cite!

Kimberly DuPrie, Alice Allen, G. Bruce Berriman, Robert J. Hanisch, Jessica Mink, Robert J. Nemiroff, Lior Shamir, Keith Shortridge, Mark B. Taylor, Peter J. Teuben, John F. Wallin

CoRR, 2013

Practices in source code sharing in astrophysics.

Lior Shamir, John F. Wallin, Alice Allen, G. Bruce Berriman, Peter J. Teuben, Robert J. Nemiroff, Jessica Mink, Robert J. Hanisch, Kimberly DuPrie

Astron. Comput., 2013

Automatic quantitative morphological analysis of interacting galaxies.

Lior Shamir, Anthony J. Holincheck, John F. Wallin

Astron. Comput., 2013

2009

The Revolution in Astronomy Education: Data Science for the Masses.

Kirk D. Borne, Suzanne Jacoby, Karen Carney, Andy Connolly, Timothy E. Eastman, M. Jordan Raddick, J. Anthony Tyson, John F. Wallin

CoRR, 2009

Lessons Learned from a Structured Undergraduate Mentorship Program in Computational Mathematics at George Mason University.

John F. Wallin, Tim Sauer

Proceedings of the Computational Science, 2009

The New Computational and Data Sciences Undergraduate Program at George Mason University.

Kirk D. Borne, John F. Wallin, Robert Weigel

Proceedings of the Computational Science, 2009