Gregor Pavlin

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 21

Top Topics

Data Association

Decision Support

Bayesian Networks

Particle Filter

Top Venues

Robotics Auton. Syst.

Publications

Ate Penders, Max van der Horst, Alex van der Linden, Maurits de Graaf, Thomas B. Quillinan, Gregor Pavlin
A Secure Information Management and Interoperability Framework: Enabling Distributed Fusion Engines for Military IoT Applications. ICMCIS (2024)
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
Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models. FUSION (2023)
Erik Blasch, Anne-Laure Jousselme, Kathryn B. Laskey, Paulo C. G. Costa, Johan Pieter de Villiers, Gregor Pavlin, Claire Laudy
URREF Risk analysis towards Data Fusion Certification. FUSION (2023)
Gregor Pavlin, Kathryn B. Laskey, Franck Mignet, Filip S. Slijkhuis, Erik Blasch, Valentina Dragos, Johan Pieter de Villiers, Lennard Jansen
Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions. FUSION (2023)
P. Nell, Allan De Freitas, Gregor Pavlin, Johan Pieter de Villiers
Particle-balanced context-based filtering for hypothesis maintenance in sparse sensor coverage situations. FUSION (2022)
Ate Penders, Ana Lucia Varbanescu, Gregor Pavlin, Henk J. Sips
Design-Space Exploration for Decision-Support Software. ASE (2022)
Gregor Pavlin, Johan Pieter de Villiers, Kathryn B. Laskey, Franck Mignet, Lennard Jansen
Continuous Model Evaluation and Adaptation to Distribution Shifts: A Probabilistic Self-Supervised Approach. FUSION (2022)
Johan Pieter de Villiers, Gregor Pavlin, Jürgen Ziegler, Anne-Laure Jousselme, Paulo C. G. Costa, Eric Blasch, Kathryn B. Laskey, Claire Laudy, Alta de Waal, Jin-Hee Cho
Uncertainty Evaluation of Temporal Trust in a Fusion System Using the URREF Ontology. FUSION (2021)
Lennard Jansen, Gregor Pavlin, Alexander Atamas, Franck Mignet
Context-Based Vessel Trajectory Forecasting: A Probabilistic Approach Combining Dynamic Bayesian Networks with an Auxiliary Position Determination Process. FUSION (2020)
Gregor Pavlin, Anne-Laure Jousselme, Johan Pieter de Villiers, Paulo C. G. Costa, Kathryn B. Laskey, Franck Mignet, Alta de Waal
Online System Evaluation and Learning of Data Source Models: a Probabilistic Generative Approach. FUSION (2019)
Patrick de Oude, Gregor Pavlin, J. P. de Villiers
High-Level Tracking Using Bayesian Context Fusion. FUSION (2018)
Gregor Pavlin, Anne-Laure Jousselme, Johan Pieter de Villiers, Paulo C. G. Costa, Patrick de Oude
Towards the Rational Development and Evaluation of Complex Fusion Systems: A URREF-Driven Approach. FUSION (2018)
Frans C. A. Groen, Gregor Pavlin, Andi Winterboer, Vanessa Evers
A hybrid approach to decision making and information fusion: Combining humans and artificial agents. Robotics Auton. Syst. 90 (2017)
Johan Pieter de Villiers, Gregor Pavlin, Paulo C. G. Costa, Anne-Laure Jousselme, Kathryn Blackmond Laskey, Valentina Dragos, Erik Blasch
Subjects under evaluation with the URREF ontology. FUSION (2017)
Johan Pieter de Villiers, Richard W. Focke, Gregor Pavlin, Anne-Laure Jousselme, Valentina Dragos, Kathryn Blackmond Laskey, Paulo C. G. Costa, Erik Blasch
Evaluation metrics for the practical application of URREF ontology: An illustration on data criteria. FUSION (2017)
Ate Penders, Ana Lucia Varbanescu, Gregor Pavlin, Henk J. Sips
A Performance-centric Approach for Complex Decision Support. ICPE (2017)
Johan Pieter de Villiers, Anne-Laure Jousselme, Alta de Waal, Gregor Pavlin, Kathryn B. Laskey, Erik Blasch, Paulo C. G. Costa
Uncertainty evaluation of data and information fusion within the context of the decision loop. FUSION (2016)
Rik Claessens, Alta de Waal, Johan Pieter de Villiers, Ate Penders, Gregor Pavlin, Karl Tuyls
Bayesian Inference in Dynamic Domains using Logical OR Gates. ICEIS (2) (2016)
Gregor Pavlin, Rik Claessens, Patrick de Oude, Paulo C. G. Costa
Evaluation of a canonical model approach to probabilistic data association in tracking with particle filters. FUSION (2016)
Alta de Waal, Hildegarde Koen, Johan Pieter de Villiers, Henk Roodt, Nyalleng Moorosi, Gregor Pavlin
Construction and evaluation of Bayesian networks with expert-defined latent variables. FUSION (2016)
Patrick de Oude, Gregor Pavlin, Rik Claessens
Attractor-directed particle filtering with potential fields. FUSION (2016)
Johan Pieter de Villiers, Kathryn B. Laskey, Anne-Laure Jousselme, Erik Blasch, Alta de Waal, Gregor Pavlin, Paulo Cesar G. da Costa
Uncertainty representation, quantification and evaluation for data and information fusion. FUSION (2015)
Rik Claessens, Gregor Pavlin, Patrick de Oude
Context driven tracking using particle filters. FUSION (2015)
Rik Claessens, Alta de Waal, Johan Pieter de Villiers, Ate Penders, Gregor Pavlin, Karl Tuyls
Multi-Agent Target Tracking using Particle Filters enhanced with Context Data: (Demonstration). AAMAS (2015)
Johan Pieter de Villiers, Gregor Pavlin, Paulo Cesar G. da Costa, Kathryn B. Laskey, Anne-Laure Jousselme
A URREF interpretation of Bayesian network information fusion. FUSION (2014)
Hildegarde Koen, Johan Pieter de Villiers, Gregor Pavlin, Alta de Waal, Patrick de Oude, Franck Mignet
A framework for inferring predictive distributions of rhino poaching events through causal modelling. FUSION (2014)
Franck Mignet, Gregor Pavlin, Patrick de Oude, Paulo Cesar G. da Costa
Evaluating complex fusion systems based on causal probabilistic models. FUSION (2013)
Costin Badica, Claudine Conrado, Franck Mignet, Patrick de Oude, Gregor Pavlin
Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems. IDC (2012)
Gregor Pavlin, Patrick de Oude, Michiel Kamermans, Frans C. A. Groen
Dynamic process integration framework: A novel approach to efficient implementation of robust distributed information fusion systems. FUSION (2011)
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, Sepideh Pashami, Gregor Pavlin, Jan Pehrsson, Rani Pinchuk, Mihnea Scafes, Leo Schou-Jensen, Frank Schultmann, Niek J. E. Wijngaards
ICT solutions supporting collaborative information acquisition, situation assessment and decision making in contemporary environmental management problems: the DIADEM approach. EnviroInfo (2011)
Ate Penders, Gregor Pavlin, Michiel Kamermans
A Collaborative Approach to Construction of Large Scale Distributed Reasoning Systems. Int. J. Artif. Intell. Tools 20 (6) (2011)
Gregor Pavlin, Patrick de Oude, Franck Mignet
Gas detection and source localization: A Bayesian approach. FUSION (2011)
Rani Pinchuk, Sorin Ilie, Thomas Neidhart, Tiphaine Dalmas, Costin Badica, Gregor Pavlin
Augmenting Semantics to Distributed Agents Logs - Enabling Graphical After Action Analysis of Federated Agents Logs. KEOD (2011)
Costin Badica, Sorin Ilie, Michiel Kamermans, Gregor Pavlin, Mihnea Scafes
Using Negotiation for Dynamic Composition of Services in Multi-organizational Environmental Management. ISESS (2011)
Andi Winterboer, Merijn A. Martens, Gregor Pavlin, Frans C. A. Groen, Vanessa Evers
DIADEM: a system for collaborative environmental monitoring. CSCW (2011)
Gregor Pavlin, Michiel Kamermans, Mihnea Scafes
Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems. Informatica (Slovenia) 34 (4) (2010)
Vanessa Evers, Andi Winterboer, Gregor Pavlin, Frans C. A. Groen
The Evaluation of Empathy, Autonomy and Touch to Inform the Design of an Environmental Monitoring Robot. ICSR (2010)
Vanessa Evers, Andi Winterboer, Gregor Pavlin, Frans C. A. Groen
Culturally adaptive mobile agent dialogue to communicate with people in crisis recovery. ICIC (2010)
Ate Penders, Gregor Pavlin, Michiel Kamermans
A Collaborative Approach to Construction of Complex Service Oriented Systems. IDC (2010)
Patrick de Oude, Gregor Pavlin, Joris de Groot
Robust Bayesian detection: A case study. FUSION (2010)
Tina Comes, Claudine Conrado, Michael Hiete, Michiel Kamermans, Gregor Pavlin, Niek J. E. Wijngaards
An intelligent decision support system for decision making under uncertainty in distributed reasoning frameworks. ISCRAM (2010)
Gregor Pavlin, Patrick de Oude, Marinus Maris, Jan Nunnink, Thomas Hood
A multi-agent systems approach to distributed bayesian information fusion. Inf. Fusion 11 (3) (2010)
Mihnea Scafes, Costin Badica, Gregor Pavlin, Michiel Kamermans
Design and Implementation of a Service Negotiation Framework for Collaborative Disaster Management Applications. INCoS (2010)
Andi Winterboer, Henriette S. M. Cramer, Gregor Pavlin, Frans C. A. Groen, Vanessa Evers
'Do you smell rotten eggs?': evaluating interactions with mobile agents in crisis response situations. Mobile HCI (2009)
Patrick de Oude, Gregor Pavlin
Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables. IAT (2009)
Gregor Pavlin, Michiel Kamermans, Mihnea Scafes
Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems. IDC (2009)
Patrick de Oude, Gregor Pavlin
Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks. FLAIRS Conference (2009)
Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker
Integrating distributed Bayesian inference and reinforcement learning for sensor management. FUSION (2009)
Sorin M. Iacob, Kees Nieuwenhuis, Niek J. E. Wijngaards, Gregor Pavlin, J. Bernard van Veelen
Actor-Agent Communities: Design Approaches. IDC (2009)
Patrick de Oude, Frans C. A. Groen, Gregor Pavlin
Efficient Design and Inference in Distributed Bayesian Networks: An Overview. TbiLLC (2009)
Patrick de Oude, Gregor Pavlin
An information theoretic approach to verification of modular Bayesian fusion systems. FUSION (2008)
Jan Nunnink, Gregor Pavlin
Towards improved Bayesian fusion through run-time model analysis. FUSION (2007)
Patrick de Oude, Gregor Pavlin, Thomas Hood
A modular approach to adaptive Bayesian information fusion. FUSION (2007)
Gregor Pavlin
Multi agent systems for flexible and robust Bayesian information fusion. FUSION (2007)
Jan Nunnink, Gregor Pavlin
Towards Robust State Estimation with Bayesian Networks: A New Perspective on Belief Propagation. IAS (2006)
Gregor Pavlin, Patrick de Oude, Marinus Maris, Thomas Hood
Distributed Perception Networks: An Architecture for Information Fusion Systems Based on Causal Probabilistic Models. MFI (2006)
Gregor Pavlin, Jan Nunnink
Inference Meta Models: Towards Robust Information Fusion with Bayesian Networks. FUSION (2006)
Patrick de Oude, Brammert Ottens, Gregor Pavlin
Information Fusion with Distributed Probabilistic Networks. Artificial Intelligence and Applications (2005)
Patrick de Oude, Jan Nunnink, Gregor Pavlin
Distributed Bayesian Networks in Highly Dynamic Agent Organizations. BNAIC (2005)
Jan Nunnink, Gregor Pavlin
A probabilistic approach to resource allocation in distributed fusion systems. AAMAS (2005)
Jan Nunnink, Gregor Pavlin
Accuracy of Sequential Bayesian Information Fusion. Artificial Intelligence and Applications (2005)
Gregor Pavlin, Patrick de Oude, Jan Nunnink
A MAS Approach to Fusion of Heterogeneous Information. Web Intelligence (2005)
Frans C. A. Groen, Matthijs T. J. Spaan, Jelle R. Kok, Gregor Pavlin
Real World Multi-agent Systems: Information Sharing, Coordination and Planning. TbiLLC (2005)
Gregor Pavlin, Jan Nunnink, Frans C. A. Groen
Robustness and Accuracy of Bayesian Information Fusion Systems. Form and Content in Sensor Networks (2005)
Gregor Pavlin, Marinus Maris, Jan Nunnink
An Agent-Based Approach to Distributed Data and Information Fusion. IAT (2004)
Gregor Pavlin, Reinhard Braunstingl
Estimating Consistency of Geometric World Models Through Observation of a Localization Process. ICRA (2001)
Gregor Pavlin, Reinhard Braunstingl
Context-based feature extraction with wide-angle sonars. IROS (2000)