Context-based feature extraction with wide-angle sonars. - Gregor Pavlin; Reinhard Braunstingl (IROS, 2000)

Estimating Consistency of Geometric World Models Through Observation of a Localization Process. - Gregor Pavlin; Reinhard Braunstingl (ICRA, 2001)

An Agent-Based Approach to Distributed Data and Information Fusion. - Gregor Pavlin; Marinus Maris; Jan Nunnink (IAT, 2004)

Accuracy of Sequential Bayesian Information Fusion. - Jan Nunnink; Gregor Pavlin (Artificial Intelligence and Applications, 2005)

Information Fusion with Distributed Probabilistic Networks. - Patrick de Oude; Brammert Ottens; Gregor Pavlin (Artificial Intelligence and Applications, 2005)

A probabilistic approach to resource allocation in distributed fusion systems. - Jan Nunnink; Gregor Pavlin (AAMAS, 2005)

Distributed Bayesian Networks in Highly Dynamic Agent Organizations. - Patrick de Oude; Jan Nunnink; Gregor Pavlin (BNAIC, 2005)

Robustness and Accuracy of Bayesian Information Fusion Systems. - Gregor Pavlin; Jan Nunnink; Frans C. A. Groen (Form and Content in Sensor Networks, 2005)

Real World Multi-agent Systems: Information Sharing, Coordination and Planning. - Frans C. A. Groen; Matthijs T. J. Spaan; Jelle R. Kok; Gregor Pavlin (TbiLLC, 2005)

A MAS Approach to Fusion of Heterogeneous Information. - Gregor Pavlin; Patrick de Oude; Jan Nunnink (Web Intelligence, 2005)

Inference Meta Models: Towards Robust Information Fusion with Bayesian Networks. - Gregor Pavlin; Jan Nunnink (FUSION, 2006)

Towards Robust State Estimation with Bayesian Networks: A New Perspective on Belief Propagation. - Jan Nunnink; Gregor Pavlin (IAS, 2006)

Distributed Perception Networks: An Architecture for Information Fusion Systems Based on Causal Probabilistic Models. - Gregor Pavlin; Patrick de Oude; Marinus Maris; Thomas Hood (MFI, 2006)

Towards improved Bayesian fusion through run-time model analysis. - Jan Nunnink; Gregor Pavlin (FUSION, 2007)

A modular approach to adaptive Bayesian information fusion. - Patrick de Oude; Gregor Pavlin; Thomas Hood (FUSION, 2007)

Multi agent systems for flexible and robust Bayesian information fusion. - Gregor Pavlin (FUSION, 2007)

An information theoretic approach to verification of modular Bayesian fusion systems. - Patrick de Oude; Gregor Pavlin (FUSION, 2008)

Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks. - Patrick de Oude; Gregor Pavlin (FLAIRS, 2009)

Integrating distributed Bayesian inference and reinforcement learning for sensor management. - Corrado Grappiolo; Shimon Whiteson; Gregor Pavlin; Bram Bakker (FUSION, 2009)

Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables. - Patrick de Oude; Gregor Pavlin (IAT, 2009)

Actor-Agent Communities: Design Approaches. - Sorin M. Iacob; Kees Nieuwenhuis; Niek J. E. Wijngaards; Gregor Pavlin; J. Bernard van Veelen (IDC, 2009)

'Do you smell rotten eggs?': evaluating interactions with mobile agents in crisis response situations. - Andi Winterboer; Henriette S. M. Cramer; Gregor Pavlin; Frans C. A. Groen; Vanessa Evers (Mobile HCI, 2009)

Efficient Design and Inference in Distributed Bayesian Networks: An Overview. - Patrick de Oude; Frans C. A. Groen; Gregor Pavlin (TbiLLC, 2009)

A new Approach to Collaborative Information Processing in Complex Environmental Management Problems. - Gregor Pavlin; Michiel Kamermans; Kees Nieuwenhuis (ENVIP@EnviroInfo, 2010)

Robust Bayesian detection: A case study. - Patrick de Oude; Gregor Pavlin; Joris de Groot (FUSION, 2010)

A Collaborative Approach to Construction of Complex Service Oriented Systems. - Ate Penders; Gregor Pavlin; Michiel Kamermans (IDC, 2010)

Design and Implementation of a Service Negotiation Framework for Collaborative Disaster Management Applications. - Mihnea Scafes; Costin Badica; Gregor Pavlin; Michiel Kamermans (INCoS, 2010)

An intelligent decision support system for decision making under uncertainty in distributed reasoning frameworks. - Tina Comes; Claudine Conrado; Michael Hiete; Michiel Kamermans; Gregor Pavlin; Niek J. E. Wijngaards (ISCRAM, 2010)

Culturally adaptive mobile agent dialogue to communicate with people in crisis recovery. - Vanessa Evers; Andi Winterboer; Gregor Pavlin; Frans C. A. Groen (ICIC, 2010)

The Evaluation of Empathy, Autonomy and Touch to Inform the Design of an Environmental Monitoring Robot. - Vanessa Evers; Andi Winterboer; Gregor Pavlin; Frans C. A. Groen (ICSR, 2010)

A multi-agent systems approach to distributed bayesian information fusion. - Gregor Pavlin; Patrick de Oude; Marinus Maris; Jan Nunnink; Thomas Hood (Inf. Fusion, 2010)

Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems. - Gregor Pavlin; Michiel Kamermans; Mihnea Scafes (Informatica (Slovenia), 2010)

A Distributed Approach to Gas Detection and Source Localization Using Heterogeneous Information. - Gregor Pavlin; Frans C. A. Groen; Patrick de Oude; Michiel Kamermans (Interactive Collaborative Information Systems, 2010)

DIADEM: a system for collaborative environmental monitoring. - Andi Winterboer; Merijn A. Martens; Gregor Pavlin; Frans C. A. Groen; Vanessa Evers (CSCW, 2011)

ICT solutions supporting collaborative information acquisition, situation assessment and decision making in contemporary environmental management problems: the DIADEM approach. - Sahar Asadi; Costin Badica; Tina Comes; Claudine Conrado; Vanessa Evers; Frans C. A. Groen; Sorin Ilie; Jan Steen Jensen; Achim J. Lilienthal; Bianca Milan; Thomas Neidhart; Kees Nieuwenhuis; et al. (EnviroInfo, 2011)

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 (FUSION, 2011)

Gas detection and source localization: A Bayesian approach. - Gregor Pavlin; Patrick de Oude; Franck Mignet (FUSION, 2011)

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 (KEOD, 2011)

Using Negotiation for Dynamic Composition of Services in Multi-organizational Environmental Management. - Costin Badica; Sorin Ilie; Michiel Kamermans; Gregor Pavlin; Mihnea Scafes (ISESS, 2011)

A Collaborative Approach to Construction of Large Scale Distributed Reasoning Systems. - Ate Penders; Gregor Pavlin; Michiel Kamermans (Int. J. Artif. Intell. Tools, 2011)

Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems. - Costin Badica; Claudine Conrado; Franck Mignet; Patrick de Oude; Gregor Pavlin (IDC, 2012)

Multi-Agent Systems, Ontologies and Negotiation for Dynamic Service Composition in Multi-Organizational Environmental Management. - Costin Badica; Sorin Ilie; Michiel Kamermans; Gregor Pavlin; Ate Penders; Mihnea Scafes (Software Agents, Agent Systems and Their Applications, 2012)

Evaluating complex fusion systems based on causal probabilistic models. - Franck Mignet; Gregor Pavlin; Patrick de Oude; Paulo Cesar G. da Costa (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)

Context driven tracking using particle filters. - Rik Claessens; Gregor Pavlin; Patrick de Oude (FUSION, 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)

Attractor-directed particle filtering with potential fields. - Patrick de Oude; Gregor Pavlin; Rik Claessens (FUSION, 2016)

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 (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)

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)

A Performance-centric Approach for Complex Decision Support. - Ate Penders; Ana Lucia Varbanescu; Gregor Pavlin; Henk J. Sips (ICPE, 2017)

A hybrid approach to decision making and information fusion: Combining humans and artificial agents. - Frans C. A. Groen; Gregor Pavlin; Andi Winterboer; Vanessa Evers (Robotics Auton. Syst., 2017)

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)

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)

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 (FUSION, 2020)

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)

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)

Design-Space Exploration for Decision-Support Software. - Ate Penders; Ana Lucia Varbanescu; Gregor Pavlin; Henk J. Sips (ASE, 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)

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 (FUSION, 2024)

A Secure Information Management and Interoperability Framework: Enabling Distributed Fusion Engines for Military IoT Applications. - Ate Penders; Max van der Horst; Alex van der Linden; Maurits de Graaf; Thomas B. Quillinan; Gregor Pavlin (ICMCIS, 2024)