| 2025 | FUSION | Evaluation of LLM Reasoning Under Uncertainty: An Atomic Comparison to Normative Approaches. | J. P. de Villiers, Allan De Freitas, Anne-Laure Jousselme, Lance M. Kaplan, Erik Blasch, Claire Laudy, P. C. Costa |
| 2023 | FUSION | Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models. | Anne-Laure Jousselme, Johan Pieter de Villiers, Allan De Freitas, Erik Blasch, Valentina Dragos, Gregor Pavlin, Paulo C. G. Costa, Kathryn B. Laskey, Claire Laudy |
| 2022 | FUSION | Particle-balanced context-based filtering for hypothesis maintenance in sparse sensor coverage situations. | P. Nell, Allan De Freitas, Gregor Pavlin, Johan Pieter de Villiers |
| 2021 | FUSION | An embedded platform approach to privacy-centric person re-identification. | Nicholas Pym, Allan De Freitas |
| 2020 | FUSION | Visual comparison of statistical feature aggregation methods for video-based similarity applications. | Adolfo Almeida, Johan Pieter de Villiers, Allan De Freitas, Mergandran Velayudan |
| 2020 | FUSION | Dashcam based wildlife detection and classification using fused data sets of digital photographic and simulated imagery. | Bianca A. Ferreira, Johan Pieter de Villiers, Allan De Freitas |
| 2019 | FUSION | A Maximum Likelihood Approach to Joint Groupwise Image Registration and Fusion by a Student-$t$ Mixture Model. | Hao Zhu, Chunxia Tang, Allan De Freitas, Lyudmila Mihaylova |
| 2019 | FUSION | Global Optimization for Resource Allocation in a Networked-Surveillance Radar. | Allan De Freitas, Richard W. Focke, Conrad Beyers, Johan Pieter de Villiers |
| 2018 | FUSION | A Gaussian Process Convolution Particle Filter for Multiple Extended Objects Tracking with Non-Regular Shapes. | Waqas Aftab, Allan De Freitas, Mahnaz Arvaneh, Lyudmila Mihaylova |
| 2018 | FUSION | Response Surface Modeling for Networked Radar Resource Allocation. | Allan De Freitas, Richard W. Focke, Johan Pieter de Villiers |
| 2017 | FUSION | A novel measurement processing approach to the parallel expectation propagation unscented Kalman filter. | Allan De Freitas, Carsten Fritsche, Lyudmila Mihaylova, Fredrik Gunnarsson |
| 2016 | FUSION | Dealing with massive data with a distributed expectation propagation particle filter for object tracking. | Allan De Freitas, Lyudmila Mihaylova |
| 2015 | FUSION | How can subsampling reduce complexity in sequential MCMC methods and deal with big data in target tracking? | Allan De Freitas, Franois Septier, Lyudmila Mihaylova, Simon J. Godsill |
| 2014 | FUSION | Crowd tracking with box particle filtering. | Nikolay Petrov, Lyudmila Mihaylova, Allan De Freitas, Amadou Gning |
| 2012 | FUSION | Multiple scatterer tracking in high range resolution radar. | Allan De Freitas, Johan Pieter de Villiers |