John Hawkin

According to our database, John Hawkin authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

TextDoctor: Unified Document Image Inpainting via Patch Pyramid Diffusion Models.

Wanglong Lu, Lingming Su, Jingjing Zheng, Vinícius Veloso de Melo, Farzaneh Shoeleh, John Hawkin, Terrence S. Tricco, Hanli Zhao, Xianta Jiang

CoRR, March, 2025

Effects of Design choices on Data completeness: The case of suspicious transaction reports.

Sanaz Nabavian, Charles Robertson, Jeffrey Parsons, John Hawkin

Proceedings of the 31st Americas Conference on Information Systems: Intelligent Technologies for a Better Future, 2025

2024

BankGAN: A Generative Model for Synthetic Financial Transactions.

Hamideh Mehri, John Hawkin, Kyle L. Nickerson, Alexander Bihlo, Farzaneh Shoeleh

Proceedings of the 37th Canadian Conference on Artificial Intelligence, 2024

2023

Synthetic Demographic Data Generation for Card Fraud Detection Using GANs.

Shuo Wang, Terrence S. Tricco, Xianta Jiang, Charles Robertson, John Hawkin

CoRR, 2023

Unsupervised Financial Fraud Detection Using Low-rank Recovery.

Jingjing Zheng, John Hawkin, Charles Robertson, Alexander J. M. Howse, Yuanzhu Chen, Xianta Jiang

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022

Banksformer: A Deep Generative Model for Synthetic Transaction Sequences.

Kyle L. Nickerson, Terrence S. Tricco, Antonina Kolokolova, Farzaneh Shoeleh, Charles Robertson, John Hawkin, Ting Hu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022