Gregor Pavlin

According to our database, Gregor Pavlin authored at least 68 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the 26th International Conference on Information 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

Proceedings of the 26th International Conference on Information Fusion, 2023

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

Proceedings of the 26th International Conference on Information Fusion, 2023

2022

Design-Space Exploration for Decision-Support Software.

Ate Penders, Ana Lucia Varbanescu, Gregor Pavlin, Henk J. Sips

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 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

Proceedings of the 25th International Conference on Information Fusion, 2022

Particle-balanced context-based filtering for hypothesis maintenance in sparse sensor coverage situations.

P. Nell, Allan De Freitas, Gregor Pavlin, Johan Pieter de Villiers

Proceedings of the 25th International Conference on Information Fusion, 2022

2021

Uncertainty Evaluation of Temporal Trust in a Fusion System Using the URREF Ontology.

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

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Relations Between Explainability, Evaluation and Trust in AI-Based Information Fusion Systems.

Gregor Pavlin, Johan Pieter de Villiers, Jürgen Ziegler, Anne-Laure Jousselme, Paulo C. G. Costa, Kathryn B. Laskey, Alta de Waal, Erik Blasch, Lennard Jansen

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

2020

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

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

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

Proceedings of the 22th International Conference on Information Fusion, 2019

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

Proceedings of the 21st International Conference on Information Fusion, 2018

High-Level Tracking Using Bayesian Context Fusion.

Patrick de Oude, Gregor Pavlin, Johan Pieter de Villiers

Proceedings of the 21st International Conference on Information Fusion, 2018

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

A Performance-centric Approach for Complex Decision Support.

Ate Penders, Ana Lucia Varbanescu, Gregor Pavlin, Henk J. Sips

Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 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

Proceedings of the 20th International Conference on Information Fusion, 2017

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

Proceedings of the 20th International Conference on Information Fusion, 2017

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

Proceedings of the ICEIS 2016, 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

Proceedings of the 19th International Conference on Information 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

Proceedings of the 19th International Conference on Information 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

Proceedings of the 19th International Conference on Information Fusion, 2016

Attractor-directed particle filtering with potential fields.

Patrick de Oude, Gregor Pavlin, Rik Claessens

Proceedings of the 19th International Conference on Information Fusion, 2016

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

Proceedings of the 18th International Conference on Information Fusion, 2015

Context driven tracking using particle filters.

Rik Claessens, Gregor Pavlin, Patrick de Oude

Proceedings of the 18th International Conference on Information Fusion, 2015

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

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

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

Proceedings of the 17th International Conference on Information Fusion, 2014

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

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Evaluating complex fusion systems based on causal probabilistic models.

Franck Mignet, Gregor Pavlin, Patrick de Oude, Paulo Cesar G. da Costa

Proceedings of the 16th International Conference on Information Fusion, 2013

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

Proceedings of the Software Agents, Agent Systems and Their Applications, 2012

Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems.

Costin Badica, Claudine Conrado, Franck Mignet, Patrick de Oude, Gregor Pavlin

Proceedings of the Intelligent Distributed Computing VI - Proceedings of the 6th International Symposium on Intelligent Distributed Computing, 2012

2011

A Collaborative Approach to Construction of Large Scale Distributed Reasoning Systems.

Ate Penders, Gregor Pavlin, Michiel Kamermans

Int. J. Artif. Intell. Tools, 2011

Using Negotiation for Dynamic Composition of Services in Multi-organizational Environmental Management.

Costin Badica, Sorin Ilie, Michiel Kamermans, Gregor Pavlin, Mihnea Scafes

Proceedings of the Environmental Software Systems. Frameworks of eEnvironment, 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

Proceedings of the KEOD 2011, 2011

Gas detection and source localization: A Bayesian approach.

Gregor Pavlin, Patrick de Oude, Franck Mignet

Proceedings of the 14th International Conference on Information Fusion, 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

Proceedings of the 14th International Conference on Information Fusion, 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, Sepideh Pashami, Gregor Pavlin, Jan Pehrsson, Rani Pinchuk, Mihnea Scafes, Leo Schou-Jensen, Frank Schultmann, Niek J. E. Wijngaards

Proceedings of the Innovations in Sharing Environmental Observations and Information: Proceedings of the 25th International Conference on Informatics for Environmental Protection, 2011

DIADEM: a system for collaborative environmental monitoring.

Andi Winterboer, Merijn A. Martens, Gregor Pavlin, Frans C. A. Groen, Vanessa Evers

Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011

2010

A Distributed Approach to Gas Detection and Source Localization Using Heterogeneous Information.

Gregor Pavlin, Frans C. A. Groen, Patrick de Oude, Michiel Kamermans

Proceedings of the Interactive Collaborative Information Systems, 2010

Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems.

Gregor Pavlin, Michiel Kamermans, Mihnea Scafes

Informatica (Slovenia), 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

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

Proceedings of the Social Robotics - Second International Conference on Social Robotics, 2010

Culturally adaptive mobile agent dialogue to communicate with people in crisis recovery.

Vanessa Evers, Andi Winterboer, Gregor Pavlin, Frans C. A. Groen

Proceedings of the 3rd international conference on Intercultural collaboration, 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

Proceedings of the 7th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2010

Design and Implementation of a Service Negotiation Framework for Collaborative Disaster Management Applications.

Mihnea Scafes, Costin Badica, Gregor Pavlin, Michiel Kamermans

Proceedings of the 2nd International Conference on Intelligent Networking and Collaborative Systems, 2010

A Collaborative Approach to Construction of Complex Service Oriented Systems.

Ate Penders, Gregor Pavlin, Michiel Kamermans

Proceedings of the Intelligent Distributed Computing IV - Proceedings of the 4th International Symposium on Intelligent Distributed Computing, 2010

Robust Bayesian detection: A case study.

Patrick de Oude, Gregor Pavlin, Joris de Groot

Proceedings of the 13th Conference on Information Fusion, 2010

2009

Efficient Design and Inference in Distributed Bayesian Networks: An Overview.

Patrick de Oude, Frans C. A. Groen, Gregor Pavlin

Proceedings of the Logic, Language, and Computation, 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

Proceedings of the 11th Conference on Human-Computer Interaction with Mobile Devices and Services, 2009

Actor-Agent Communities: Design Approaches.

Sorin M. Iacob, Kees Nieuwenhuis, Niek J. E. Wijngaards, Gregor Pavlin, J. Bernard van Veelen

Proceedings of the Intelligent Distributed Computing III, Proceedings of the 3rd International Symposium on Intelligent Distributed Computing, 2009

Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables.

Patrick de Oude, Gregor Pavlin

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009

Integrating distributed Bayesian inference and reinforcement learning for sensor management.

Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker

Proceedings of the 12th International Conference on Information Fusion, 2009

Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks.

Patrick de Oude, Gregor Pavlin

Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

2008

An information theoretic approach to verification of modular Bayesian fusion systems.

Patrick de Oude, Gregor Pavlin

Proceedings of the 11th International Conference on Information Fusion, 2008

2007

Multi agent systems for flexible and robust Bayesian information fusion.

Gregor Pavlin

Proceedings of the 10th International Conference on Information Fusion, 2007

A modular approach to adaptive Bayesian information fusion.

Patrick de Oude, Gregor Pavlin, Thomas Hood

Proceedings of the 10th International Conference on Information Fusion, 2007

Towards improved Bayesian fusion through run-time model analysis.

Jan Nunnink, Gregor Pavlin

Proceedings of the 10th International Conference on Information Fusion, 2007

2006

Distributed Perception Networks: An Architecture for Information Fusion Systems Based on Causal Probabilistic Models.

Gregor Pavlin, Patrick de Oude, Marinus Maris, Thomas Hood

Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006

Towards Robust State Estimation with Bayesian Networks: A New Perspective on Belief Propagation.

Jan Nunnink, Gregor Pavlin

Proceedings of the Intelligent Autonomous Systems 9, 2006

Inference Meta Models: Towards Robust Information Fusion with Bayesian Networks.

Gregor Pavlin, Jan Nunnink

Proceedings of the 9th International Conference on Information Fusion, 2006

2005

A MAS Approach to Fusion of Heterogeneous Information.

Gregor Pavlin, Patrick de Oude, Jan Nunnink

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Real World Multi-agent Systems: Information Sharing, Coordination and Planning.

Frans C. A. Groen, Matthijs T. J. Spaan, Jelle R. Kok, Gregor Pavlin

Proceedings of the Logic, 2005

Robustness and Accuracy of Bayesian Information Fusion Systems.

Gregor Pavlin, Jan Nunnink, Frans C. A. Groen

Proceedings of the Form and Content in Sensor Networks, 18.09. - 23.09.2005, 2005

Distributed Bayesian Networks in Highly Dynamic Agent Organizations.

Patrick de Oude, Jan Nunnink, Gregor Pavlin

Proceedings of the BNAIC 2005, 2005

A probabilistic approach to resource allocation in distributed fusion systems.

Jan Nunnink, Gregor Pavlin

Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

Information Fusion with Distributed Probabilistic Networks.

Patrick de Oude, Brammert Ottens, Gregor Pavlin

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

Accuracy of Sequential Bayesian Information Fusion.

Jan Nunnink, Gregor Pavlin

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004

An Agent-Based Approach to Distributed Data and Information Fusion.

Gregor Pavlin, Marinus Maris, Jan Nunnink

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

2001

Estimating Consistency of Geometric World Models Through Observation of a Localization Process.

Gregor Pavlin, Reinhard Braunstingl

Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

2000

Context-based feature extraction with wide-angle sonars.

Gregor Pavlin, Reinhard Braunstingl

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000