Johan Pieter de Villiers
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
35
Venues
2
Active years
2011–2023
Best venue rank
C
Where they publish
Papers
35 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | FUSION | 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 |
| 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 |
| 2023 | FUSION | 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 |
| 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 |
| 2022 | FUSION | 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 |
| 2021 | FUSION | 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 |
| 2021 | FUSION | Improved Explainability through Uncertainty Estimation in Automatic Target Recognition of SAR Images. | Nicholas Blomerus, Johan Pieter de Villiers, Willie Nel |
| 2021 | FUSION | Relations Between Explainability, Evaluation and Trust in AI-Based Information Fusion Systems. | Gregor Pavlin, Johan Pieter de Villiers, Jrgen Ziegler, Anne-Laure Jousselme, Paulo C. G. Costa, Kathryn B. Laskey, Alta de Waal, Erik Blasch, Lennard Jansen |
| 2021 | FUSION | Uncertainty Evaluation of Temporal Trust in a Fusion System Using the URREF Ontology. | Johan Pieter de Villiers, Gregor Pavlin, Jrgen Ziegler, Anne-Laure Jousselme, Paulo C. G. Costa, Eric Blasch, Kathryn B. Laskey, Claire Laudy, Alta de Waal, Jin-Hee Cho |
| 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 | Extended Rigid Multi-Target Tracking in Dense Point Clouds with Probabilistic Occlusion Reasoning. | Seffat M. Chowdhury, Johan Pieter de Villiers |
| 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 |
| 2020 | FUSION | 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 |
| 2019 | FUSION | Uncertainty Ontology for Veracity and Relevance. | Erik Philip Blasch, Carlos C. Insaurralde, Paulo C. G. Costa, Alta de Waal, Johan Pieter de Villiers |
| 2019 | FUSION | Entropy-Based Metrics for URREF Criteria to Assess Uncertainty in Bayesian Networks for Cyber Threat Detection. | Valentina Dragos, Jrgen Ziegler, Johan Pieter de Villiers, Alta de Waal, Anne-Laure Jousselme, Erik Blasch |
| 2019 | FUSION | Global Optimization for Resource Allocation in a Networked-Surveillance Radar. | Allan De Freitas, Richard W. Focke, Conrad Beyers, Johan Pieter de Villiers |
| 2019 | FUSION | Simulating Null Games for Uncertainty Evaluation in Green Security Games. | Lisa Kirkland, Alta de Waal, Johan Pieter de Villiers |
| 2019 | FUSION | 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 |
| 2019 | ICONIP | Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction. | Joel Janek Dabrowski, Johan Pieter de Villiers, Ashfaqur Rahman, Conrad Beyers |
| 2018 | FUSION | Application of URREF Criteria to Assess Knowledge Representation in Cyber Threat Models. | Valentina Dragos, Jrgen Ziegler, Johan Pieter de Villiers |
| 2018 | FUSION | Response Surface Modeling for Networked Radar Resource Allocation. | Allan De Freitas, Richard W. Focke, Johan Pieter de Villiers |
| 2018 | FUSION | High-Level Tracking Using Bayesian Context Fusion. | Patrick de Oude, Gregor Pavlin, Johan Pieter de Villiers |
| 2018 | FUSION | 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 |
| 2017 | FUSION | 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 |
| 2017 | FUSION | 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 |
| 2016 | FUSION | 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 |
| 2016 | FUSION | Speeding up IA mechanically-steered multistatic radar scheduling with GP-GPUs. | Richard W. Focke, Johan Pieter de Villiers, Michael R. Inggs |
| 2016 | FUSION | 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 |
| 2016 | FUSION | 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 |
| 2015 | FUSION | 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 |
| 2014 | FUSION | 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 |
| 2014 | FUSION | 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 |
| 2013 | FUSION | Track-stitching using graphical models and message passing. | Lynette Jean van der Merwe, Johan Pieter de Villiers |
| 2012 | FUSION | Multiple scatterer tracking in high range resolution radar. | Allan De Freitas, Johan Pieter de Villiers |
| 2011 | FUSION | Implementing Interval Algebra to schedule mechanically scanned multistatic radars. | Richard W. Focke, L. O. Wabeke, Johan Pieter de Villiers, Michael R. Inggs |