Publications and resources

Articles

I. Y. Tyukin, T. Tyukina, D. van Helden, Z. Zheng, E. M. Mirkes, O.J. Sutton, Q. Zhou, A. N. Gorban, P. Allison, 2024 (Jan.) Weakly Supervised Learners for Correction of AI Errors with Provable Performance Guarantees, arXiv. 2402.0089. DOI: 10.48550/arXiv.2402.00899

Van Helden, D, Mirkes, E, Tyukin, I and Allison, P. 2022. The Arch-I-Scan Project: Artificial Intelligence and 3D Simulation for Developing New Approaches to Roman Foodways. Journal of Computer Applications in Archaeology, 5(1), 78–95. DOI: 10.5334/jcaa.92

Núñez Jareño, S.J., van Helden, D.P., Mirkes, E.M. Tyukin, I.Y., Allison, P.M. 2021. ‘Learning from scarce information: using synthetic data to classify Roman fine ware pottery’, Entropy 23(9): 1140. DOI: 10.3390/e23091140. For pre-print, see also ArXiv 2107.01401

Tyukin, I., Sofeikov, K., Levesley, J., Gorban, A.N., Allison, P. and Cooper, N.J. 2018. ‘Exploring Automated Pottery Identification [Arch-I-Scan]’, Internet Archaeology 50. DOI: 10.11141/ia.50.11

Edited volume

Allison, P.M., Pitts, M., and, Colley, S. 2018. Big Data on the Roman Table: new approaches to tablewares in the Roman world. Internet Archaeology 50.

Data resources

Arch-I-Scan Repository on GitHub 

Other publications 

Baxter, T. 2022-3 ‘Volunteering for the Arch-I-Scan Project’, City Guide (City of London Guide Lecturers Association) vol 156: 18-19.

Allison, P., D. P. van Helden, I. Tyukin, T. Tyukina, Z. Zheng, 2023. ‘The Arch-I-Scan Project: Developing an AI system for identifying and recording Roman tablewares’ Teaching History (journal for the History Teachers’ Association of NSW 2023 themed volume on Artificial Intelligence)) vol. 57.3: 21-25.