On the convexity of the LCCM cost function for DS-CDMA blind multiuser detection. - Johan Pieter de Villiers; L. P. Linde (IEEE Commun. Lett., 2004)

Implementing Interval Algebra to schedule mechanically scanned multistatic radars. - Richard W. Focke; L. O. Wabeke; Johan Pieter de Villiers; Michael R. Inggs (FUSION, 2011)

Multiple scatterer tracking in high range resolution radar. - Allan De Freitas; Johan Pieter de Villiers (FUSION, 2012)

Consistent haul road condition monitoring by means of vehicle response normalisation with Gaussian processes. - T. Heyns; Johan Pieter de Villiers; P. Stephan Heyns (Eng. Appl. Artif. Intell., 2012)

Track-stitching using graphical models and message passing. - Lynette Jean van der Merwe; Johan Pieter de Villiers (FUSION, 2013)

A framework for inferring predictive distributions of rhino poaching events through causal modelling. - Hildegarde Koen; Johan Pieter de Villiers; Gregor Pavlin; Alta de Waal; Patrick de Oude; Franck Mignet (FUSION, 2014)

A URREF interpretation of Bayesian network information fusion. - Johan Pieter de Villiers; Gregor Pavlin; Paulo Cesar G. da Costa; Kathryn B. Laskey; Anne-Laure Jousselme (FUSION, 2014)

Multi-Agent Target Tracking using Particle Filters enhanced with Context Data: (Demonstration). - Rik Claessens; Alta de Waal; Johan Pieter de Villiers; Ate Penders; Gregor Pavlin; Karl Tuyls (AAMAS, 2015)

Uncertainty representation, quantification and evaluation for data and information fusion. - Johan Pieter de Villiers; Kathryn B. Laskey; Anne-Laure Jousselme; Erik Blasch; Alta de Waal; Gregor Pavlin; Paulo Cesar G. da Costa (FUSION, 2015)

A unified model for context-based behavioural modelling and classification. - Joel Janek Dabrowski; Johan Pieter de Villiers (Expert Syst. Appl., 2015)

Maritime piracy situation modelling with dynamic Bayesian networks. - Joel Janek Dabrowski; Johan Pieter de Villiers (Inf. Fusion, 2015)

Interval Algebra - An effective means of scheduling surveillance radar networks. - Richard W. Focke; Johan Pieter de Villiers; Michael R. Inggs (Inf. Fusion, 2015)

Pragmatic data fusion uncertainty concerns: Tribute to Dave L. Hall. - Erik Blasch; Paulo C. G. Costa; Johan Pieter de Villiers; Kathryn B. Laskey; James Llinas; Anne-Laure Jousselme (FUSION, 2016)

Speeding up IA mechanically-steered multistatic radar scheduling with GP-GPUs. - Richard W. Focke; Johan Pieter de Villiers; Michael R. Inggs (FUSION, 2016)

Uncertainty evaluation of data and information fusion within the context of the decision loop. - Johan Pieter de Villiers; Anne-Laure Jousselme; Alta de Waal; Gregor Pavlin; Kathryn B. Laskey; Erik Blasch; Paulo C. G. Costa (FUSION, 2016)

Construction and evaluation of Bayesian networks with expert-defined latent variables. - Alta de Waal; Hildegarde Koen; Johan Pieter de Villiers; Henk Roodt; Nyalleng Moorosi; Gregor Pavlin (FUSION, 2016)

Bayesian Inference in Dynamic Domains using Logical OR Gates. - Rik Claessens; Alta de Waal; Johan Pieter de Villiers; Ate Penders; Gregor Pavlin; Karl Tuyls (ICEIS (2), 2016)

Systemic banking crisis early warning systems using dynamic Bayesian networks. - Joel Janek Dabrowski; Conrad Beyers; Johan Pieter de Villiers (Expert Syst. Appl., 2016)

Evaluation metrics for the practical application of URREF ontology: An illustration on data criteria. - Johan Pieter de Villiers; Richard W. Focke; Gregor Pavlin; Anne-Laure Jousselme; Valentina Dragos; Kathryn Blackmond Laskey; Paulo C. G. Costa; Erik Blasch (FUSION, 2017)

Subjects under evaluation with the URREF ontology. - Johan Pieter de Villiers; Gregor Pavlin; Paulo C. G. Costa; Anne-Laure Jousselme; Kathryn Blackmond Laskey; Valentina Dragos; Erik Blasch (FUSION, 2017)

Context-based behaviour modelling and classification of marine vessels in an abalone poaching situation. - Joel Janek Dabrowski; Johan Pieter de Villiers; Conrad Beyers (Eng. Appl. Artif. Intell., 2017)

Application of URREF Criteria to Assess Knowledge Representation in Cyber Threat Models. - Valentina Dragos; Jürgen Ziegler 003; Johan Pieter de Villiers (FUSION, 2018)

Response Surface Modeling for Networked Radar Resource Allocation. - Allan De Freitas; Richard W. Focke; Johan Pieter de Villiers (FUSION, 2018)

High-Level Tracking Using Bayesian Context Fusion. - Patrick de Oude; Gregor Pavlin; Johan Pieter de Villiers (FUSION, 2018)

Towards the Rational Development and Evaluation of Complex Fusion Systems: A URREF-Driven Approach. - Gregor Pavlin; Anne-Laure Jousselme; Johan Pieter de Villiers; Paulo C. G. Costa; Patrick de Oude (FUSION, 2018)

Micro-Doppler radar classification of humans and animals in an operational environment. - W. D. van Eeden; Johan Pieter de Villiers; Robert John Berndt; Willem A. J. Nel; Erik Blasch (Expert Syst. Appl., 2018)

Naïve Bayes switching linear dynamical system: A model for dynamic system modelling, classification, and information fusion. - Joel Janek Dabrowski; Johan Pieter de Villiers; Conrad Beyers (Inf. Fusion, 2018)

Uncertainty Ontology for Veracity and Relevance. - Erik Philip Blasch; Carlos C. Insaurralde; Paulo C. G. Costa; Alta de Waal; Johan Pieter de Villiers (FUSION, 2019)

Entropy-Based Metrics for URREF Criteria to Assess Uncertainty in Bayesian Networks for Cyber Threat Detection. - Valentina Dragos; Jürgen Ziegler 003; Johan Pieter de Villiers; Alta de Waal; Anne-Laure Jousselme; Erik Blasch (FUSION, 2019)

Global Optimization for Resource Allocation in a Networked-Surveillance Radar. - Allan De Freitas; Richard W. Focke; Conrad Beyers; Johan Pieter de Villiers (FUSION, 2019)

Simulating Null Games for Uncertainty Evaluation in Green Security Games. - Lisa Kirkland; Alta de Waal; Johan Pieter de Villiers (FUSION, 2019)

Online System Evaluation and Learning of Data Source Models: a Probabilistic Generative Approach. - Gregor Pavlin; Anne-Laure Jousselme; Johan Pieter de Villiers; Paulo C. G. Costa; Kathryn B. Laskey; Franck Mignet; Alta de Waal (FUSION, 2019)

Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction. - Joel Janek Dabrowski; Johan Pieter de Villiers; Ashfaqur Rahman; Conrad Beyers (ICONIP (4), 2019)

Semantic representations for under-resourced languages. - Jocelyn Mazarura; Alta de Waal; Johan Pieter de Villiers (SAICSIT, 2019)

Visual comparison of statistical feature aggregation methods for video-based similarity applications. - Adolfo Almeida; Johan Pieter de Villiers; Allan De Freitas; Mergandran Velayudan (FUSION, 2020)

Extended Rigid Multi-Target Tracking in Dense Point Clouds with Probabilistic Occlusion Reasoning. - Seffat M. Chowdhury; Johan Pieter de Villiers (FUSION, 2020)

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 (FUSION, 2020)

Comparison of early and late fusion techniques for movie trailer genre labelling. - J. H. Mervitz; Johan Pieter de Villiers; J. P. Jacobs; M. H. O. Kloppers (FUSION, 2020)

Evaluation of a Pure-Strategy Stackelberg Game for Wildlife Security in a Geospatial Framework. - Lisa-Ann Kirkland; Alta de Waal; Johan Pieter de Villiers (SACAIR, 2020)

A Gamma-Poisson Mixture Topic Model for Short Text. - Jocelyn Mazarura; Alta de Waal; Johan Pieter de Villiers (CoRR, 2020)

Exploring the multimodal information from video content using deep learning features of appearance, audio and action for video recommendation. - Adolfo Almeida; Johan Pieter de Villiers; Allan De Freitas; Mergandran Velayudan (CoRR, 2020)

Use of the URREF towards Information Fusion Accountability Evaluation. - Erik Philip Blasch; Johan Pieter de Villiers; Gregor Pavin; Anne-Laure Jousselme; Paulo C. G. Costa; Kathryn B. Laskey; Jurgen Ziegler 003 (FUSION, 2021)

Improved Explainability through Uncertainty Estimation in Automatic Target Recognition of SAR Images. - Nicholas Blomerus; Johan Pieter de Villiers; Willie Nel (FUSION, 2021)

Relations Between Explainability, Evaluation and Trust in AI-Based Information Fusion Systems. - Gregor Pavlin; Johan Pieter de Villiers; Jürgen Ziegler 003; Anne-Laure Jousselme; Paulo C. G. Costa; Kathryn B. Laskey; Alta de Waal; Erik Blasch; Lennard Jansen (FUSION, 2021)

Uncertainty Evaluation of Temporal Trust in a Fusion System Using the URREF Ontology. - Johan Pieter de Villiers; Gregor Pavlin; Jürgen Ziegler 003; Anne-Laure Jousselme; Paulo C. G. Costa; Eric Blasch; Kathryn B. Laskey; Claire Laudy; Alta de Waal; Jin-Hee Cho (FUSION, 2021)

Simulation-based optimisation of the timing of loan recovery across different portfolios. - Arno Botha; Conrad Beyers; Johan Pieter de Villiers (Expert Syst. Appl., 2021)

Particle-balanced context-based filtering for hypothesis maintenance in sparse sensor coverage situations. - P. Nell; Allan De Freitas; Gregor Pavlin; Johan Pieter de Villiers (FUSION, 2022)

Continuous Model Evaluation and Adaptation to Distribution Shifts: A Probabilistic Self-Supervised Approach. - Gregor Pavlin; Johan Pieter de Villiers; Kathryn B. Laskey; Franck Mignet; Lennard Jansen (FUSION, 2022)

Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models. - Moseli Mots'oehli; Anna Sergeevna Bosman; Johan Pieter de Villiers (CoRR, 2022)

The complementarity of a diverse range of deep learning features extracted from video content for video recommendation. - Adolfo Almeida; Johan Pieter de Villiers; Allan De Freitas; Mergandran Velayudan (Expert Syst. Appl., 2022)

Feedback-Assisted Automatic Target and Clutter Discrimination Using a Bayesian Convolutional Neural Network for Improved Explainability in SAR Applications. - Nicholas Blomerus; Jacques Cilliers; Willie Nel; Erik Blasch; Johan Pieter de Villiers (Remote. Sens., 2022)

URREF Risk analysis towards Data Fusion Certification. - Erik Blasch; Anne-Laure Jousselme; Kathryn B. Laskey; Paulo C. G. Costa; Johan Pieter de Villiers; Gregor Pavlin; Claire Laudy (FUSION, 2023)

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 (FUSION, 2023)

Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions. - Gregor Pavlin; Kathryn B. Laskey; Franck Mignet; Filip S. Slijkhuis; Erik Blasch; Valentina Dragos; Johan Pieter de Villiers; Lennard Jansen (FUSION, 2023)

Interacting Multiple Model-based Joint Homography Matrix and Multiple Object State Estimation. - Paul J. Claasen; Johan Pieter de Villiers (CoRR, 2024)

Video-based sequential Bayesian homography estimation for soccer field registration. - Paul J. Claasen; Johan Pieter de Villiers (Expert Syst. Appl., 2024)

End-to-end automated speech recognition using a character based small scale transformer architecture. - Alexander Loubser; Johan Pieter de Villiers; Allan De Freitas (Expert Syst. Appl., 2024)

Online Meta-learning for AutoML in Real-time (OnMAR). - Mia Gerber; Anna Sergeevna Bosman; Johan Pieter de Villiers (CoRR, 2025)