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2020 – today
- 2024
[c64]Franck Mignet, Filip S. Slijkhuis, A. Abouhafc, Gregor Pavlin, Kathryn B. Laskey:
A Qualitative Causal Approach to Determining Adequate Training Data Quantity for Machine Learning. FUSION 2024: 1-9- [c63]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: 1-10 - 2023
- [c62]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: 1-8 - [c61]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: 1-8 - [c60]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: 1-8 - 2022
- [c59]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: 1-7 - [c58]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: 1-8 - [c57]Ate Penders, Ana Lucia Varbanescu, Gregor Pavlin, Henk J. Sips:
Design-Space Exploration for Decision-Support Software. ASE 2022: 134:1-134:6 - 2021
- [c56]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:
Relations Between Explainability, Evaluation and Trust in AI-Based Information Fusion Systems. FUSION 2021: 1-9 - [c55]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: 1-8 - 2020
- [c54]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: 1-10
2010 – 2019
- 2019
- [c53]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: 1-10 - 2018
- [c52]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: 679-687 - [c51]Patrick de Oude, Gregor Pavlin, Johan Pieter de Villiers:
High-Level Tracking Using Bayesian Context Fusion. FUSION 2018: 1415-1422 - 2017
- [j4]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: 71-85 (2017) - [c50]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: 1-8 - [c49]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: 1-8 - [c48]Ate Penders, Ana Lucia Varbanescu, Gregor Pavlin, Henk J. Sips:
A Performance-centric Approach for Complex Decision Support. ICPE 2017: 179-187 - 2016
- [c47]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: 464-471 - [c46]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: 766-773 - [c45]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: 774-781 - [c44]Patrick de Oude, Gregor Pavlin, Rik Claessens:
Attractor-directed particle filtering with potential fields. FUSION 2016: 1079-1086 - [c43]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: 134-142 - 2015
- [c42]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: 1933-1934 - [c41]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: 50-57 - [c40]Rik Claessens, Gregor Pavlin, Patrick de Oude:
Context driven tracking using particle filters. FUSION 2015: 1128-1135 - 2014
- [c39]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: 1-7 - [c38]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: 1-8 - 2013
- [c37]Franck Mignet, Gregor Pavlin, Patrick de Oude, Paulo Cesar G. da Costa:
Evaluating complex fusion systems based on causal probabilistic models. FUSION 2013: 1590-1599 - 2012
- [c36]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: 115-127 - [p2]Costin Badica, Sorin Ilie, Michiel Kamermans, Gregor Pavlin, Ate Penders, Mihnea Scafes:
Multi-Agent Systems, Ontologies and Negotiation for Dynamic Service Composition in Multi-Organizational Environmental Management. Software Agents, Agent Systems and Their Applications 2012: 286-306 - [e1]Frances M. T. Brazier, Kees Nieuwenhuis, Gregor Pavlin, Martijn Warnier, Costin Badica:
Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands - October 2011. Studies in Computational Intelligence 382, Springer 2012, ISBN 978-3-642-24012-6 [contents] - 2011
- [j3]Ate Penders, Gregor Pavlin, Michiel Kamermans:
A Collaborative Approach to Construction of Large Scale Distributed Reasoning Systems. Int. J. Artif. Intell. Tools 20(6): 1083-1106 (2011) - [c35]Andi Winterboer, Merijn A. Martens, Gregor Pavlin, Frans C. A. Groen, Vanessa Evers:
DIADEM: a system for collaborative environmental monitoring. CSCW 2011: 589-590 - [c34]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: 920-931 - [c33]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: 1-8 - [c32]Gregor Pavlin, Patrick de Oude, Franck Mignet:
Gas detection and source localization: A Bayesian approach. FUSION 2011: 1-8 - [c31]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: 232-241 - [c30]Costin Badica, Sorin Ilie, Michiel Kamermans, Gregor Pavlin, Mihnea Scafes:
Using Negotiation for Dynamic Composition of Services in Multi-organizational Environmental Management. ISESS 2011: 177-188 - 2010
- [j2]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): 267-282 (2010) - [j1]Gregor Pavlin, Michiel Kamermans, Mihnea Scafes:
Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems. Informatica (Slovenia) 34(4): 477-490 (2010) - [c29]Patrick de Oude, Gregor Pavlin, Joris de Groot:
Robust Bayesian detection: A case study. FUSION 2010: 1-8 - [c28]Ate Penders, Gregor Pavlin, Michiel Kamermans:
A Collaborative Approach to Construction of Complex Service Oriented Systems. IDC 2010: 55-66 - [c27]Mihnea Scafes, Costin Badica, Gregor Pavlin, Michiel Kamermans:
Design and Implementation of a Service Negotiation Framework for Collaborative Disaster Management Applications. INCoS 2010: 519-524 - [c26]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 - [c25]Vanessa Evers, Andi Winterboer, Gregor Pavlin, Frans C. A. Groen:
Culturally adaptive mobile agent dialogue to communicate with people in crisis recovery. ICIC 2010: 183-186 - [c24]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: 285-294 - [p1]Gregor Pavlin, Frans C. A. Groen, Patrick de Oude, Michiel Kamermans:
A Distributed Approach to Gas Detection and Source Localization Using Heterogeneous Information. Interactive Collaborative Information Systems 2010: 453-474
2000 – 2009
- 2009
- [c23]Patrick de Oude, Gregor Pavlin:
Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks. FLAIRS 2009 - [c22]Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker:
Integrating distributed Bayesian inference and reinforcement learning for sensor management. FUSION 2009: 93-101 - [c21]Patrick de Oude, Gregor Pavlin:
Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables. IAT 2009: 323-330 - [c20]Gregor Pavlin, Michiel Kamermans, Mihnea Scafes:
Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems. IDC 2009: 161-174 - [c19]Sorin M. Iacob, Kees Nieuwenhuis, Niek J. E. Wijngaards, Gregor Pavlin, J. Bernard van Veelen:
Actor-Agent Communities: Design Approaches. IDC 2009: 237-242 - [c18]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 - [c17]Patrick de Oude, Frans C. A. Groen, Gregor Pavlin:
Efficient Design and Inference in Distributed Bayesian Networks: An Overview. TbiLLC 2009: 125-144 - 2008
- [c16]Patrick de Oude, Gregor Pavlin:
An information theoretic approach to verification of modular Bayesian fusion systems. FUSION 2008: 1-8 - 2007
- [c15]Jan Nunnink, Gregor Pavlin:
Towards improved Bayesian fusion through run-time model analysis. FUSION 2007: 1-8 - [c14]Patrick de Oude, Gregor Pavlin, Thomas Hood:
A modular approach to adaptive Bayesian information fusion. FUSION 2007: 1-8 - [c13]Gregor Pavlin:
Multi agent systems for flexible and robust Bayesian information fusion. FUSION 2007: 1-4 - 2006
- [c12]Gregor Pavlin, Jan Nunnink:
Inference Meta Models: Towards Robust Information Fusion with Bayesian Networks. FUSION 2006: 1-8 - [c11]Jan Nunnink, Gregor Pavlin:
Towards Robust State Estimation with Bayesian Networks: A New Perspective on Belief Propagation. IAS 2006: 722-731 - [c10]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: 303-310 - 2005
- [c9]Patrick de Oude, Brammert Ottens, Gregor Pavlin:
Information Fusion with Distributed Probabilistic Networks. Artificial Intelligence and Applications 2005: 195-201 - [c8]Jan Nunnink, Gregor Pavlin:
Accuracy of Sequential Bayesian Information Fusion. Artificial Intelligence and Applications 2005: 545-550 - [c7]Jan Nunnink, Gregor Pavlin:
A probabilistic approach to resource allocation in distributed fusion systems. AAMAS 2005: 846-852 - [c6]Patrick de Oude, Jan Nunnink, Gregor Pavlin:
Distributed Bayesian Networks in Highly Dynamic Agent Organizations. BNAIC 2005: 104-111 - [c5]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: 154-165 - [c4]Gregor Pavlin, Patrick de Oude, Jan Nunnink:
A MAS Approach to Fusion of Heterogeneous Information. Web Intelligence 2005: 802-804 - [i1]Gregor Pavlin, Jan Nunnink, Frans C. A. Groen:
Robustness and Accuracy of Bayesian Information Fusion Systems. Form and Content in Sensor Networks 2005 - 2004
- [c3]Gregor Pavlin, Marinus Maris, Jan Nunnink:
An Agent-Based Approach to Distributed Data and Information Fusion. IAT 2004: 466-470 - 2001
- [c2]Gregor Pavlin, Reinhard Braunstingl:
Estimating Consistency of Geometric World Models Through Observation of a Localization Process. ICRA 2001: 1961-1967 - 2000
- [c1]Gregor Pavlin, Reinhard Braunstingl:
Context-based feature extraction with wide-angle sonars. IROS 2000: 1304-1309
Coauthor Index
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last updated on 2024-10-25 21:12 CEST by the dblp team
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