Variance ratio for change detection in SAR imagery. - Chris J. Willis (SAR, 2010)

Target detection by change for SAR imagery. - Chris J. Willis (SAR, 2011)

Target modelling for SAR image simulation. - Chris J. Willis (SAR, 2014)

Determining the Veracity of Rumours on Twitter. - Georgios Giasemidis; Colin Singleton; Ioannis Agrafiotis; Jason R. C. Nurse; Alan Pilgrim; Chris Willis 001; Danica Vukadinovic Greetham (SocInfo (1), 2016)

Interpretability of deep learning models: A survey of results. - Supriyo Chakraborty; Richard Tomsett; Ramya Raghavendra; Daniel Harborne; Moustafa Alzantot; Federico Cerutti 001; Mani B. Srivastava; Alun D. Preece; Simon Julier; Raghuveer M. Rao; Troy D. Kelley; Dave Braines; et al. (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Gradient Weighted Superpixels for Interpretability in CNNs. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis 001; A. David Marshall (CoRR, 2019)

Explaining Failure: Investigation of Surprise and Expectation in CNNs. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis 001; A. David Marshall (CVPR Workshops, 2020)

Facilitating Inspiration: Design of the Textiles Archive Design Application (TADA). - Dan Spencer; Chris Willis 001; David Tredwell; Jessica White; Kayla Briska (eLearn Mag., 2020)

Jitter-CAM: Improving the Spatial Resolution of CAM-Based Explanations. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis 001; A. David Marshall (BMVC, 2021)

SWAG: Superpixels Weighted by Average Gradients for Explanations of CNNs. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis 001; A. David Marshall (WACV, 2021)

SWAG-V: Explanations for Video using Superpixels Weighted by Average Gradients. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis 001; A. David Marshall (WACV, 2022)

Deep Reinforcement Learning for Autonomous Cyber Operations: A Survey. - Gregory Palmer; Chris Parry; Daniel J. B. Harrold; Chris Willis 001 (CoRR, 2023)

Machine Theory of Mind for Autonomous Cyber-Defence. - Luke Swaby; Matthew Stewart; Daniel J. B. Harrold; Chris Willis 001; Gregory Palmer (CoRR, 2024)

An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents. - Gregory Palmer; Luke Swaby; Daniel J. B. Harrold; Matthew Stewart; Alex Hiles; Chris Willis 001; Ian Miles; Sara Farmer (CoRR, 2025)