John F. Wallin

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 9

Top Topics

Machine Learning

Markov Chain Monte Carlo

Morphological Analysis

Top Venues

Astron. Comput.

Publications

Graham West, M. Ogden, John F. Wallin
A robust fitness function and genetic algorithm to morphologically constrain the dynamics of interacting galaxies. Astron. Comput. 42 (2023)
Graham West, Zachariah Sinkala, John F. Wallin
A kernel mixing strategy for use in adaptive Markov chain Monte Carlo and stochastic optimization contexts. Frontiers Appl. Math. Stat. 8 (2022)
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)
John F. Wallin, Anthony J. Holincheck, Allen Harvey
JSPAM: A restricted three-body code for simulating interacting galaxies. Astron. Comput. 16 (2016)
Lior Shamir, Derek Diamond, John F. Wallin
Leveraging Pattern Recognition Consistency Estimation for Crowdsourcing Data Analysis. IEEE Trans. Hum. Mach. Syst. 46 (3) (2016)
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
Improving Software Citation and Credit. CoRR (2015)
Alex C. Williams, Annapaola Santarsiero, Chiara Meccariello, Gertjan Verhasselt, Hyrum D. Carroll, John F. Wallin, Dirk Obbink, James H. Brusuelas
Proteus: A platform for born digital critical editions of literary and subliterary papyri. Digital Heritage (2015)
Evan Kuminski, Joe George, John F. Wallin, Lior Shamir
Combining human and machine learning for morphological analysis of galaxy images. CoRR (2014)
Alex C. Williams, Hyrum D. Carroll, John F. Wallin, James H. Brusuelas, Lucy Fortson, Anne-Françoise J. Lamblin, Haoyu Yu
Identification of Ancient Greek Papyrus Fragments Using Genetic Sequence Alignment Algorithms. eScience Workshops (2014)
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
Astrophysics Source Code Library Enhancements. CoRR (2014)
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
A computational pipeline for crowdsourced transcriptions of Ancient Greek papyrus fragments. IEEE BigData (2014)
Lior Shamir, John F. Wallin, Alice Allen, G. Bruce Berriman, Peter J. Teuben, Robert J. Nemiroff, Jessica Mink, Robert J. Hanisch, Kimberly DuPrie
Practices in source code sharing in astrophysics CoRR (2013)
Lior Shamir, Anthony J. Holincheck, John F. Wallin
Automatic quantitative morphological analysis of interacting galaxies. Astron. Comput. 2 (2013)
Lior Shamir, John F. Wallin, Alice Allen, G. Bruce Berriman, Peter J. Teuben, Robert J. Nemiroff, Jessica Mink, Robert J. Hanisch, Kimberly DuPrie
Practices in source code sharing in astrophysics. Astron. Comput. 1 (2013)
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
Astrophysics Source Code Library: Incite to Cite! CoRR (2013)
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
Ideas for Advancing Code Sharing (A Different Kind of Hack Day). CoRR (2013)