| 2025 | FUSION | Exploiting Causal Structures for Data-Efficient Neural Network Design. | Filip S. Slijkhuis, Kathryn B. Laskey, Franck Mignet, Gregor Pavlin, L. Jansen |
| 2024 | FUSION | A Qualitative Causal Approach to Determining Adequate Training Data Quantity for Machine Learning. | Franck Mignet, Filip S. Slijkhuis, A. Abouhafc, Gregor Pavlin, Kathryn B. Laskey |
| 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 | 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 | Context-Based Vessel Trajectory Forecasting: A Probabilistic Approach Combining Dynamic Bayesian Networks with an Auxiliary Position Determination Process. | Lennard Jansen, Gregor Pavlin, Alexander Atamas, Franck Mignet |
| 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 |
| 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 | Attractor-directed particle filtering with potential fields. | Patrick de Oude, Gregor Pavlin, Rik Claessens |
| 2016 | FUSION | Evaluation of a canonical model approach to probabilistic data association in tracking with particle filters. | Gregor Pavlin, Rik Claessens, Patrick de Oude, Paulo C. G. Costa |
| 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 | Context driven tracking using particle filters. | Rik Claessens, Gregor Pavlin, Patrick de Oude |
| 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 | Evaluating complex fusion systems based on causal probabilistic models. | Franck Mignet, Gregor Pavlin, Patrick de Oude, Paulo Cesar G. da Costa |
| 2012 | IDC | Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems. | Costin Badica, Claudine Conrado, Franck Mignet, Patrick de Oude, Gregor Pavlin |
| 2011 | CSCW | DIADEM: a system for collaborative environmental monitoring. | Andi Winterboer, Merijn A. Martens, Gregor Pavlin, Frans C. A. Groen, Vanessa Evers |
| 2011 | FUSION | Dynamic process integration framework: A novel approach to efficient implementation of robust distributed information fusion systems. | Gregor Pavlin, Patrick de Oude, Michiel Kamermans, Frans C. A. Groen |
| 2011 | FUSION | Gas detection and source localization: A Bayesian approach. | Gregor Pavlin, Patrick de Oude, Franck Mignet |
| 2011 | IC3K | Augmenting Semantics to Distributed Agents Logs - Enabling Graphical After Action Analysis of Federated Agents Logs. | Rani Pinchuk, Sorin Ilie, Thomas Neidhart, Tiphaine Dalmas, Costin Badica, Gregor Pavlin |
| 2010 | FUSION | Robust Bayesian detection: A case study. | Patrick de Oude, Gregor Pavlin, Joris de Groot |
| 2010 | IDC | A Collaborative Approach to Construction of Complex Service Oriented Systems. | Ate Penders, Gregor Pavlin, Michiel Kamermans |
| 2009 | FlAIRS | Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks. | Patrick de Oude, Gregor Pavlin |
| 2009 | FUSION | Integrating distributed Bayesian inference and reinforcement learning for sensor management. | Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker |
| 2009 | IDC | Actor-Agent Communities: Design Approaches. | Sorin M. Iacob, Kees Nieuwenhuis, Niek J. E. Wijngaards, Gregor Pavlin, J. Bernard van Veelen |
| 2009 | IDC | Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems. | Gregor Pavlin, Michiel Kamermans, Mihnea Scafes |
| 2008 | FUSION | An information theoretic approach to verification of modular Bayesian fusion systems. | Patrick de Oude, Gregor Pavlin |
| 2007 | FUSION | Towards improved Bayesian fusion through run-time model analysis. | Jan Nunnink, Gregor Pavlin |
| 2007 | FUSION | A modular approach to adaptive Bayesian information fusion. | Patrick de Oude, Gregor Pavlin, Thomas Hood |
| 2007 | FUSION | Multi agent systems for flexible and robust Bayesian information fusion. | Gregor Pavlin |
| 2006 | FUSION | Inference Meta Models: Towards Robust Information Fusion with Bayesian Networks. | Gregor Pavlin, Jan Nunnink |
| 2006 | IAS | Towards Robust State Estimation with Bayesian Networks: A New Perspective on Belief Propagation. | Jan Nunnink, Gregor Pavlin |
| 2001 | ICRA | Estimating Consistency of Geometric World Models Through Observation of a Localization Process. | Gregor Pavlin, Reinhard Braunstingl |
| 2000 | IROS | Context-based feature extraction with wide-angle sonars. | Gregor Pavlin, Reinhard Braunstingl |