Gregor Pavlin - RankMe

74 papers A* 2A 4B 2C 35Misc 6Journal 4Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Exploiting Causal Structures for Data-Efficient Neural Network Design. FUSION Filip S. Slijkhuis, Kathryn B. Laskey, Franck Mignet, Gregor Pavlin, L. Jansen
2024	C	`conf`	A Qualitative Causal Approach to Determining Adequate Training Data Quantity for Machine Learning. FUSION Franck Mignet, Filip S. Slijkhuis, A. Abouhafc, Gregor Pavlin, Kathryn B. Laskey
2024	—	`conf`	A Secure Information Management and Interoperability Framework: Enabling Distributed Fusion Engines for Military IoT Applications. ICMCIS Ate Penders, Max van der Horst, Alex van der Linden, Maurits de Graaf, Thomas B. Quillinan, Gregor Pavlin
2023	C	`conf`	Qualitative Models of Data Generation Processes: Facilitating Data-Intensive AI Solutions. FUSION Gregor Pavlin, Kathryn B. Laskey, Franck Mignet, Filip S. Slijkhuis, Erik Blasch, Valentina Dragos, Johan Pieter de Villiers, Lennard Jansen
2023	C	`conf`	URREF Risk analysis towards Data Fusion Certification. FUSION Erik Blasch, Anne-Laure Jousselme, Kathryn B. Laskey, Paulo C. G. Costa, Johan Pieter de Villiers, Gregor Pavlin, Claire Laudy
2023	C	`conf`	Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models. FUSION 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
2022	C	`conf`	Continuous Model Evaluation and Adaptation to Distribution Shifts: A Probabilistic Self-Supervised Approach. FUSION Gregor Pavlin, Johan Pieter de Villiers, Kathryn B. Laskey, Franck Mignet, Lennard Jansen
2022	A*	`conf`	Design-Space Exploration for Decision-Support Software. ASE Ate Penders, Ana Lucia Varbanescu, Gregor Pavlin, Henk J. Sips
2022	C	`conf`	Particle-balanced context-based filtering for hypothesis maintenance in sparse sensor coverage situations. FUSION P. Nell, Allan De Freitas, Gregor Pavlin, Johan Pieter de Villiers
2021	C	`conf`	Relations Between Explainability, Evaluation and Trust in AI-Based Information Fusion Systems. FUSION 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
2021	C	`conf`	Uncertainty Evaluation of Temporal Trust in a Fusion System Using the URREF Ontology. FUSION 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
2020	C	`conf`	Context-Based Vessel Trajectory Forecasting: A Probabilistic Approach Combining Dynamic Bayesian Networks with an Auxiliary Position Determination Process. FUSION Lennard Jansen, Gregor Pavlin, Alexander Atamas, Franck Mignet
2019	C	`conf`	Online System Evaluation and Learning of Data Source Models: a Probabilistic Generative Approach. FUSION Gregor Pavlin, Anne-Laure Jousselme, Johan Pieter de Villiers, Paulo C. G. Costa, Kathryn B. Laskey, Franck Mignet, Alta de Waal
2018	C	`conf`	High-Level Tracking Using Bayesian Context Fusion. FUSION Patrick de Oude, Gregor Pavlin, Johan Pieter de Villiers
2018	C	`conf`	Towards the Rational Development and Evaluation of Complex Fusion Systems: A URREF-Driven Approach. FUSION Gregor Pavlin, Anne-Laure Jousselme, Johan Pieter de Villiers, Paulo C. G. Costa, Patrick de Oude
2017	B	`conf`	A Performance-centric Approach for Complex Decision Support. ICPE Ate Penders, Ana Lucia Varbanescu, Gregor Pavlin, Henk J. Sips
2017	J	`jnl`	A hybrid approach to decision making and information fusion: Combining humans and artificial agents. Robotics Auton. Syst. Frans C. A. Groen, Gregor Pavlin, Andi Winterboer, Vanessa Evers
2017	C	`conf`	Evaluation metrics for the practical application of URREF ontology: An illustration on data criteria. FUSION Johan Pieter de Villiers, Richard W. Focke, Gregor Pavlin, Anne-Laure Jousselme, Valentina Dragos, Kathryn Blackmond Laskey, Paulo C. G. Costa, Erik Blasch
2017	C	`conf`	Subjects under evaluation with the URREF ontology. FUSION Johan Pieter de Villiers, Gregor Pavlin, Paulo C. G. Costa, Anne-Laure Jousselme, Kathryn Blackmond Laskey, Valentina Dragos, Erik Blasch
2016	C	`conf`	Attractor-directed particle filtering with potential fields. FUSION Patrick de Oude, Gregor Pavlin, Rik Claessens
2016	—	`conf`	Bayesian Inference in Dynamic Domains using Logical OR Gates. ICEIS (2) Rik Claessens, Alta de Waal, Johan Pieter de Villiers, Ate Penders, Gregor Pavlin, Karl Tuyls
2016	C	`conf`	Construction and evaluation of Bayesian networks with expert-defined latent variables. FUSION Alta de Waal, Hildegarde Koen, Johan Pieter de Villiers, Henk Roodt, Nyalleng Moorosi, Gregor Pavlin
2016	C	`conf`	Evaluation of a canonical model approach to probabilistic data association in tracking with particle filters. FUSION Gregor Pavlin, Rik Claessens, Patrick de Oude, Paulo C. G. Costa
2016	C	`conf`	Uncertainty evaluation of data and information fusion within the context of the decision loop. FUSION Johan Pieter de Villiers, Anne-Laure Jousselme, Alta de Waal, Gregor Pavlin, Kathryn B. Laskey, Erik Blasch, Paulo C. G. Costa
2015	C	`conf`	Context driven tracking using particle filters. FUSION Rik Claessens, Gregor Pavlin, Patrick de Oude
2015	A	`conf`	Multi-Agent Target Tracking using Particle Filters enhanced with Context Data: (Demonstration). AAMAS Rik Claessens, Alta de Waal, Johan Pieter de Villiers, Ate Penders, Gregor Pavlin, Karl Tuyls
2015	C	`conf`	Uncertainty representation, quantification and evaluation for data and information fusion. FUSION Johan Pieter de Villiers, Kathryn B. Laskey, Anne-Laure Jousselme, Erik Blasch, Alta de Waal, Gregor Pavlin, Paulo Cesar G. da Costa
2014	C	`conf`	A URREF interpretation of Bayesian network information fusion. FUSION Johan Pieter de Villiers, Gregor Pavlin, Paulo Cesar G. da Costa, Kathryn B. Laskey, Anne-Laure Jousselme
2014	C	`conf`	A framework for inferring predictive distributions of rhino poaching events through causal modelling. FUSION Hildegarde Koen, Johan Pieter de Villiers, Gregor Pavlin, Alta de Waal, Patrick de Oude, Franck Mignet
2013	C	`conf`	Evaluating complex fusion systems based on causal probabilistic models. FUSION Franck Mignet, Gregor Pavlin, Patrick de Oude, Paulo Cesar G. da Costa
2012	Misc	`ed.`	Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands - October 2011 IDC Frances M. T. Brazier, Kees Nieuwenhuis, Gregor Pavlin, Martijn Warnier, Costin Badica
2012	—	`ch.`	Multi-Agent Systems, Ontologies and Negotiation for Dynamic Service Composition in Multi-Organizational Environmental Management. Software Agents, Agent Systems and Their Applications Costin Badica, Sorin Ilie, Michiel Kamermans, Gregor Pavlin, Ate Penders, Mihnea Scafes
2012	Misc	`conf`	Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems. IDC Costin Badica, Claudine Conrado, Franck Mignet, Patrick de Oude, Gregor Pavlin
2011	J	`jnl`	A Collaborative Approach to Construction of Large Scale Distributed Reasoning Systems. Int. J. Artif. Intell. Tools Ate Penders, Gregor Pavlin, Michiel Kamermans
2011	C	`conf`	Augmenting Semantics to Distributed Agents Logs - Enabling Graphical After Action Analysis of Federated Agents Logs. KEOD Rani Pinchuk, Sorin Ilie, Thomas Neidhart, Tiphaine Dalmas, Costin Badica, Gregor Pavlin
2011	A	`conf`	DIADEM: a system for collaborative environmental monitoring. CSCW Andi Winterboer, Merijn A. Martens, Gregor Pavlin, Frans C. A. Groen, Vanessa Evers
2011	C	`conf`	Dynamic process integration framework: A novel approach to efficient implementation of robust distributed information fusion systems. FUSION Gregor Pavlin, Patrick de Oude, Michiel Kamermans, Frans C. A. Groen
2011	C	`conf`	Gas detection and source localization: A Bayesian approach. FUSION Gregor Pavlin, Patrick de Oude, Franck Mignet
2011	—	`conf`	ICT solutions supporting collaborative information acquisition, situation assessment and decision making in contemporary environmental management problems: the DIADEM approach. EnviroInfo 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
2011	—	`conf`	Using Negotiation for Dynamic Composition of Services in Multi-organizational Environmental Management. ISESS Costin Badica, Sorin Ilie, Michiel Kamermans, Gregor Pavlin, Mihnea Scafes
2010	Misc	`conf`	A Collaborative Approach to Construction of Complex Service Oriented Systems. IDC Ate Penders, Gregor Pavlin, Michiel Kamermans
2010	—	`ch.`	A Distributed Approach to Gas Detection and Source Localization Using Heterogeneous Information. Interactive Collaborative Information Systems Gregor Pavlin, Frans C. A. Groen, Patrick de Oude, Michiel Kamermans
2010	J	`jnl`	A multi-agent systems approach to distributed bayesian information fusion. Inf. Fusion Gregor Pavlin, Patrick de Oude, Marinus Maris, Jan Nunnink, Thomas Hood
2010	—	`conf`	A new Approach to Collaborative Information Processing in Complex Environmental Management Problems. ENVIP@EnviroInfo Gregor Pavlin, Michiel Kamermans, Kees Nieuwenhuis
2010	—	`conf`	An intelligent decision support system for decision making under uncertainty in distributed reasoning frameworks. ISCRAM Tina Comes, Claudine Conrado, Michael Hiete, Michiel Kamermans, Gregor Pavlin, Niek J. E. Wijngaards
2010	—	`conf`	Culturally adaptive mobile agent dialogue to communicate with people in crisis recovery. ICIC Vanessa Evers, Andi Winterboer, Gregor Pavlin, Frans C. A. Groen
2010	—	`conf`	Design and Implementation of a Service Negotiation Framework for Collaborative Disaster Management Applications. INCoS Mihnea Scafes, Costin Badica, Gregor Pavlin, Michiel Kamermans
2010	J	`jnl`	Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems. Informatica (Slovenia) Gregor Pavlin, Michiel Kamermans, Mihnea Scafes
2010	C	`conf`	Robust Bayesian detection: A case study. FUSION Patrick de Oude, Gregor Pavlin, Joris de Groot
2010	B	`conf`	The Evaluation of Empathy, Autonomy and Touch to Inform the Design of an Environmental Monitoring Robot. ICSR Vanessa Evers, Andi Winterboer, Gregor Pavlin, Frans C. A. Groen
2009	—	`conf`	'Do you smell rotten eggs?': evaluating interactions with mobile agents in crisis response situations. Mobile HCI Andi Winterboer, Henriette S. M. Cramer, Gregor Pavlin, Frans C. A. Groen, Vanessa Evers
2009	Misc	`conf`	Actor-Agent Communities: Design Approaches. IDC Sorin M. Iacob, Kees Nieuwenhuis, Niek J. E. Wijngaards, Gregor Pavlin, J. Bernard van Veelen
2009	Misc	`conf`	Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks. FLAIRS Patrick de Oude, Gregor Pavlin
2009	Misc	`conf`	Dynamic Process Integration Framework: Toward Efficient Information Processing in Complex Distributed Systems. IDC Gregor Pavlin, Michiel Kamermans, Mihnea Scafes
2009	—	`conf`	Efficient Design and Inference in Distributed Bayesian Networks: An Overview. TbiLLC Patrick de Oude, Frans C. A. Groen, Gregor Pavlin
2009	—	`conf`	Efficient Distributed Bayesian Reasoning via Targeted Instantiation of Variables. IAT Patrick de Oude, Gregor Pavlin
2009	C	`conf`	Integrating distributed Bayesian inference and reinforcement learning for sensor management. FUSION Corrado Grappiolo, Shimon Whiteson, Gregor Pavlin, Bram Bakker
2008	C	`conf`	An information theoretic approach to verification of modular Bayesian fusion systems. FUSION Patrick de Oude, Gregor Pavlin
2007	C	`conf`	A modular approach to adaptive Bayesian information fusion. FUSION Patrick de Oude, Gregor Pavlin, Thomas Hood
2007	C	`conf`	Multi agent systems for flexible and robust Bayesian information fusion. FUSION Gregor Pavlin
2007	C	`conf`	Towards improved Bayesian fusion through run-time model analysis. FUSION Jan Nunnink, Gregor Pavlin
2006	—	`conf`	Distributed Perception Networks: An Architecture for Information Fusion Systems Based on Causal Probabilistic Models. MFI Gregor Pavlin, Patrick de Oude, Marinus Maris, Thomas Hood
2006	C	`conf`	Inference Meta Models: Towards Robust Information Fusion with Bayesian Networks. FUSION Gregor Pavlin, Jan Nunnink
2006	C	`conf`	Towards Robust State Estimation with Bayesian Networks: A New Perspective on Belief Propagation. IAS Jan Nunnink, Gregor Pavlin
2005	—	`conf`	A MAS Approach to Fusion of Heterogeneous Information. Web Intelligence Gregor Pavlin, Patrick de Oude, Jan Nunnink
2005	A	`conf`	A probabilistic approach to resource allocation in distributed fusion systems. AAMAS Jan Nunnink, Gregor Pavlin
2005	—	`conf`	Accuracy of Sequential Bayesian Information Fusion. Artificial Intelligence and Applications Jan Nunnink, Gregor Pavlin
2005	—	`conf`	Distributed Bayesian Networks in Highly Dynamic Agent Organizations. BNAIC Patrick de Oude, Jan Nunnink, Gregor Pavlin
2005	—	`conf`	Information Fusion with Distributed Probabilistic Networks. Artificial Intelligence and Applications Patrick de Oude, Brammert Ottens, Gregor Pavlin
2005	—	`conf`	Real World Multi-agent Systems: Information Sharing, Coordination and Planning. TbiLLC Frans C. A. Groen, Matthijs T. J. Spaan, Jelle R. Kok, Gregor Pavlin
2005	—	`conf`	Robustness and Accuracy of Bayesian Information Fusion Systems. Form and Content in Sensor Networks Gregor Pavlin, Jan Nunnink, Frans C. A. Groen
2004	—	`conf`	An Agent-Based Approach to Distributed Data and Information Fusion. IAT Gregor Pavlin, Marinus Maris, Jan Nunnink
2001	A*	`conf`	Estimating Consistency of Geometric World Models Through Observation of a Localization Process. ICRA Gregor Pavlin, Reinhard Braunstingl
2000	A	`conf`	Context-based feature extraction with wide-angle sonars. IROS Gregor Pavlin, Reinhard Braunstingl